{"id":"99cf716c-50b5-4b4e-a974-178440de4df4","shortId":"bFTskw","kind":"skill","title":"find-marketing-agency","tagline":"Use whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, content marketing, PPC/paid media, social media, email marketing, performance/demand-gen, video production, and full-service digital agencies. Triggers on requests like \"sho","description":"# find-marketing-agency\n\nDrive the **ServiceGraph API** (`https://api.servicegraph.co`) to find,\nshortlist, and enrich US marketing agencies. The catalog has tens of\nthousands of US marketing firms tagged across 26 service sub-tags\nincluding branding, content-marketing, ppc, social-media-marketing,\nemail-marketing, web-design, video-production, inbound-marketing,\nmarketing-strategy, and conversion-optimization. (Note: the catalog has no\n`performance-marketing` or `demand-gen` / `demand-generation` tag —\nthose user-phrasings map to `inbound-marketing` /\n`marketing-strategy` / `conversion-optimization` plus a keyword\nfallback.)\n\n**Always pin `industry:marketing_agency` in the filter.** This skill\nexists to do that automatically — the user shouldn't have to think\nabout catalog taxonomy.\n\nAny HTTP client works (curl, fetch, requests). Examples below use curl.\n\n## Sibling skills — defer when scope is narrow\n\nIf the user's ask is **strictly** one of the following, defer to the\ndedicated skill:\n\n- Strictly SEO/search-ranking work → `find-seo-agency`\n- Strictly web/app/software development → `find-web-developer` /\n  `find-software-developer`\n\nIf the user wants a marketing agency that *also* does SEO or web work\nas part of a broader engagement, this skill is correct — pin\n`industry:marketing_agency` and add the relevant `service_provided:`\ntags.\n\n## MCP server (preferred for authed calls)\n\nIf your agent harness has the **ServiceGraph MCP server** loaded\n(`https://mcp.servicegraph.co`), prefer its tools for the **authed**\ntier (`/search`, `/get`, `/stats`). The MCP server uses OAuth 2.1 +\nPKCE — the host harness handles credentials in its own audited\nsandbox, so there's no `.env.local`, no shell dispatch, and no token\nvalue ever enters the LLM context.\n\nFor the **anonymous** tier (`/tags`, `/check`, `/explore`), MCP is\n**not** preferred — every MCP tool requires OAuth (the server has no\nanonymous tier), so plain curl against the REST URL is the simpler\npath for discovery calls. Use the REST patterns below for those.\n\nThe MCP tools 1:1-map to the public REST endpoints — same backend,\nsame quota, same data:\n\n| MCP tool | REST endpoint | Anon? | Recommended path |\n|---|---|---|---|\n| `list_tags` | `GET /v1/tags` | yes | curl |\n| `check_filter` | `GET /v1/check` | yes | curl |\n| `explore_firms` | `GET /v1/explore` | yes | curl |\n| `search_firms` | `GET /v1/search` | no | MCP if loaded, else curl + OTP |\n| `get_firm` | `GET /v1/get/:id` | no | MCP if loaded, else curl + OTP |\n| `catalog_stats` | `GET /v1/stats` | no | MCP if loaded, else curl + OTP |\n\n**Detection**: if you see any MCP tools with `servicegraph` in the\nname (the harness-specific prefix varies — agents pattern-match the\nsubstring), the ServiceGraph MCP server is loaded. Prefer those\ntools for the authed tier; complete any auth flow the harness\ninitiates if needed. If no `servicegraph` MCP tools are present,\nfall through to the REST + OTP flow below for the authed tier.\n\n## The four-tier funnel\n\n| Tier | Auth | Cost | Use it for |\n|---|---|---|---|\n| `GET /v1/tags` | none | free | **First call of every session.** Discover legal field names, kinds, operators, values. |\n| `GET /v1/check?filter=...` | none | free | Validate a filter before spending an explore/search call. |\n| `GET /v1/explore?filter=...` | none | free, IP-throttled | Scope: count + breakdowns. Use to size the candidate pool before quota-spending. |\n| `GET /v1/search?filter=...` | bearer | 200 unique firms / month free | Brief firm cards. **No url, no contact info.** Use for ranking / shortlisting. |\n| `GET /v1/get/:id` | bearer | 50 unique firms / month free | Full bundle: url, phone, email, social, legal name, address. **Only call for shortlisted firms.** |\n| `POST /v1/research` | paid | not in MVP | Deferred — skip. |\n\n**Quota rule that matters**: `/search` and `/get` charge per *unique\nfirm viewed per calendar month*, not per call. Re-paging the same\nquery is free. Two different filters that overlap charge once for\nthe overlap. Re-fetching a firm you already pulled this month is free.\n\n## Session-start ritual\n\nBefore constructing any filter, call:\n\n```\nGET https://api.servicegraph.co/v1/tags?include_values=1\n```\n\nCache the response for the conversation. Confirm the marketing-relevant\nservice tags exist in the returned `service_provided` taxonomy\n(branding, content-marketing, ppc, social-media-marketing,\nemail-marketing, video-production, inbound-marketing,\nmarketing-strategy, conversion-optimization, etc.) — names drift, and the parser\nsilently accepts unknown tags and returns zero results. Common\nmis-mappings: there is no `performance-marketing`,\n`demand-gen`, or `demand-generation` tag — use `inbound-marketing` /\n`marketing-strategy` / `conversion-optimization` plus a keyword\nfallback.\n\nField kinds you'll use most:\n- **categorical**: `industry` (always `marketing_agency`), `state`, `pricing_model`, `company_size_signal`, `geography_served` — op `:`\n- **tag_set_with_evidence**: `service_provided` — Map<tag, evidence∈{low,medium,high}>. Op `:` with optional `@evidence`\n- **numeric**: `rating`, `review_count_total`, `founded_year` — ops `= >= <= > <`\n- **presence**: `has:phone`, `has:clutch`, `has:rating`, `has:linkedin_company`, …\n- **keyword**: free-text substring across firm name / brand / title / meta / legal_name. Any bareword in the filter becomes a keyword.\n\n## Auth\n\n`/tags`, `/check`, and `/explore` are anonymous. `/search` and `/get`\nrequire a bearer token.\n\n**Security model — keep the token out of the LLM context.**\n\n- **Never** read `.env`, `.env.local`, or any other credential file\n  into your context. The token's literal value should never appear\n  in the conversation.\n- Use shell dispatch for every authed request so the token flows\n  directly from the user's environment / dotenv file into the\n  `Authorization` header without round-tripping through the LLM.\n- **Always ask the user once per session** before using a detected\n  token, even if it's already in their shell or `.env.local`.\n\n**Resolution rule**:\n\n1. **Detect** whether a token is available — without reading its\n   value. Run a shell check that only inspects exit codes:\n\n   ```bash\n   ( [ -n \"${SERVICEGRAPH_TOKEN:-}\" ] \\\n     || grep -qs '^SERVICEGRAPH_TOKEN=' .env.local \\\n     || grep -qs '^SERVICEGRAPH_TOKEN=' .env )\n   ```\n\n   Exit code `0` = token is available somewhere; non-zero = no token.\n\n2. **Confirm with the user** before the first authed call this session:\n\n   > \"I found a `SERVICEGRAPH_TOKEN` in your environment / `.env.local`.\n   > OK to use it for ServiceGraph API requests this session?\"\n\n   If the user says no, stay on the anonymous tiers (`/tags`, `/check`,\n   `/explore`) and skip authed calls. Don't re-ask later unless the\n   user asks for authed work.\n\n3. **Dispatch via shell** — every authed call goes through a shell\n   wrapper so the literal token never enters the conversation:\n\n   ```bash\n   # If exported in the shell environment:\n   curl -H \"Authorization: Bearer $SERVICEGRAPH_TOKEN\" \\\n        'https://api.servicegraph.co/v1/search?filter=...'\n\n   # If in .env.local — source it inside a subshell so it doesn't\n   # leak into the parent shell either:\n   ( set -a; . ./.env.local; set +a;\n     curl -H \"Authorization: Bearer $SERVICEGRAPH_TOKEN\" \\\n          'https://api.servicegraph.co/v1/search?filter=...' )\n   ```\n\n   Capture the response body to a tmp file or jq-process it, but do\n   NOT echo the request command with the token expanded.\n\n4. **OTP flow** if no token is detected — capture the new token\n   directly into `.env.local` without surfacing its value to the LLM:\n\n   ```bash\n   # 1. trigger the email — agent prompts the user for $EMAIL\n   curl -fsS -X POST 'https://api.servicegraph.co/v1/auth/request-otp' \\\n     -H 'Content-Type: application/json' \\\n     -d \"{\\\"email\\\":\\\"$EMAIL\\\"}\"\n\n   # 2. exchange the code — agent prompts the user for $CODE.\n   #    The ?format=env query param returns SERVICEGRAPH_TOKEN=<token>\n   #    as plain text appended to .env.local — no jq needed. The -f\n   #    flag makes curl exit non-zero on 4xx so a wrong code doesn't\n   #    pollute the file (the error mirror is also a `# comment` line,\n   #    safe to ignore even if it lands).\n   curl -fsS -X POST 'https://api.servicegraph.co/v1/auth/verify-otp?format=env' \\\n     -H 'Content-Type: application/json' \\\n     -d \"{\\\"email\\\":\\\"$EMAIL\\\",\\\"code\\\":\\\"$CODE\\\",\\\"name\\\":\\\"claude-cli\\\"}\" \\\n     >> .env.local\n\n   # 3. confirm capture without revealing the value\n   grep -q '^SERVICEGRAPH_TOKEN=' .env.local && echo \"OTP token captured.\"\n   ```\n\n   After a successful capture, the user has implicitly consented\n   (they just completed the flow), so proceed to dispatch (step 3).\n   The token is now persistent in `.env.local` for future sessions.\n\n5. If a `/search` or `/get` returns `401 unauthorized` mid-session,\n   the token expired or was revoked — re-run the OTP flow.\n\n## Filter DSL\n\nOne query parameter, GitHub-search-style.\n\n```\nfilter   := orExpr\norExpr   := andExpr (\"OR\" andExpr)*\nandExpr  := notExpr ((\"AND\")? notExpr)*    # whitespace = implicit AND\nnotExpr  := (\"NOT\" | \"-\") notExpr | atom\natom     := \"(\" filter \")\" | predicate\npredicate:= IDENT op valueOrList | bareword\nop       := \":\" | \"=\" | \">=\" | \"<=\" | \">\" | \"<\"\nvalueOrList := value (\",\" value)*\nvalue    := IDENT | NUMBER | tagAtEvidence\ntagAtEvidence := IDENT \"@\" (\"low\"|\"medium\"|\"high\")\nbareword := IDENT | NUMBER          # → keyword:<bareword>\n```\n\n**Four rules that bite:**\n\n1. **AND binds tighter than OR.** `a OR b c` parses as `a OR (b AND c)`.\n   Use parens.\n2. **Comma list = OR within one predicate.** `state:CA,NY,TX` matches\n   any of the three.\n3. **Negation is `-x` or `NOT x`.** Negative literals inside a comma\n   list are **not** allowed: `state:CA,-NY` is rejected. Use\n   `state:CA -state:NY`.\n4. **Bareword = keyword search.** Any IDENT or NUMBER not followed by\n   an operator becomes a free-text substring across name / brand /\n   title / meta / legal_name. Multiple barewords AND.\n\n**Marketing-flavored examples** (validate yours with `/v1/check`):\n\n```\nindustry:marketing_agency service_provided:branding@high\nindustry:marketing_agency service_provided:ppc service_provided:content-marketing\nindustry:marketing_agency state:CA,NY -company_size_signal:solo\nindustry:marketing_agency (service_provided:inbound-marketing@high OR service_provided:marketing-strategy@high)\nb2b industry:marketing_agency service_provided:content-marketing@high\nindustry:marketing_agency rating>=4 review_count_total>=20 has:clutch\nindustry:marketing_agency NOT (service_provided:seo OR service_provided:web-development)\n```\n\nWhen in doubt about whether a filter parses, hit `/v1/check?filter=...`\nfirst — it's free and returns the canonical normalized form.\n\n## firm_id contract\n\n`firm_id` is a stable 12-hex-char handle:\n\n```\nfirm_id = sha256(apex.lower().rstrip(\".\")).hexdigest()[:12]\n```\n\n`apex` is the registered domain (`ogilvy.com`, not\n`www.ogilvy.com/about`). Anyone with an apex list can compute firm_ids\nlocally and call `/v1/get/:id` directly — no `/search` needed for BYO\nenrichment.\n\n```python\nimport hashlib\ndef firm_id(apex):\n    return hashlib.sha256(apex.lower().rstrip(\".\").encode()).hexdigest()[:12]\n```\n\n```bash\necho -n \"ogilvy.com\" | tr 'A-Z' 'a-z' \\\n  | openssl dgst -sha256 -hex | awk '{print substr($2,1,12)}'\n```\n\n## Recipes\n\n### A. Branding agency in a state\n\nUser: *\"Three B2B branding agencies in California for a Series-A SaaS company.\"*\n\n```\nGET /v1/explore?filter=industry:marketing_agency+state:CA+service_provided:branding@high\n# → pool size + breakdowns\n\nGET /v1/search?filter=industry:marketing_agency+state:CA+service_provided:branding@high&limit=10\n# → 10 brief cards; user picks 3\n\nGET /v1/get/<firm_id>     # ×3\n# → urls, phones, emails for outreach\n```\n\n### B. PPC + ecommerce vertical\n\nUser: *\"PPC shop that specializes in ecommerce.\"*\n\nThe \"ecommerce\" qualifier is keyword-extracted from firm text since\nclient-vertical isn't a structured facet:\n\n```\nGET /v1/search?filter=industry:marketing_agency+service_provided:ppc+ecommerce&limit=10\n```\n\n### C. Multi-tag intersection — content + email + B2B vertical\n\nUser: *\"Content marketing partner for a SaaS launch — should also do email.\"*\n\n```\nGET /v1/search?filter=industry:marketing_agency+service_provided:content-marketing@high+service_provided:email-marketing+saas\n```\n\n### D. Performance / demand-gen (indirect intent)\n\nUser: *\"Someone to run our quarterly demand-gen campaigns and own the funnel.\"*\n\nThe catalog has **no** `performance-marketing` / `demand-gen` /\n`demand-generation` tags — that user-phrasing maps to\n`inbound-marketing`, `marketing-strategy`, or\n`conversion-optimization`, plus a keyword fallback for the user's\nexact wording:\n\n```\nGET /v1/search?filter=industry:marketing_agency+(service_provided:inbound-marketing@high OR service_provided:marketing-strategy@high OR service_provided:conversion-optimization@high)+(demand OR funnel)\n```\n\nIf breakdowns come back thin, drop the `@high` evidence qualifier or\nfall back to pure keyword: `demand industry:marketing_agency`.\n\n### E. Quality threshold (third-party signals)\n\nUser: *\"Compare three social media agencies that have worked with Fortune 500 — high evidence.\"*\n\n```\nGET /v1/search?filter=industry:marketing_agency+service_provided:social-media-marketing@high+rating>=4+review_count_total>=20+has:clutch&limit=10\n```\n\n`fortune 500` is hard to filter structurally; surface to the user in\nthe brief cards and let them pick from there, or add as a keyword\n(`industry:marketing_agency service_provided:social-media-marketing@high fortune`).\n\n### F. Video production\n\nUser: *\"Video production studio for a 90-second product launch film, NYC or LA.\"*\n\n```\nGET /v1/search?filter=industry:marketing_agency+service_provided:video-production+state:NY,CA\n```\n\nThe catalog uses one `state` per firm based on HQ; if the user wants\nNYC specifically, use `state:NY` and surface the city to the user from\nthe `/get` bundle.\n\n### G. BYO apex list — enrich domains the user already has\n\nUser pastes 8–20 domains. For each:\n\n1. Compute `firm_id` locally (see contract above).\n2. `GET /v1/get/<firm_id>` — full bundle if in catalog, 404 (not\n   charged) if not.\n3. Aggregate, present, flag the not-found ones to the user.\n\nUseful for confirming whether a list of domains is actually in the\nUS marketing-agency catalog and pulling contact info in one pass.\n\n## Gotchas\n\n- **Always pin `industry:marketing_agency`.** Without it, `service_provided:branding` would match design firms, IT services, and others that also have branding tags. The industry pin is what makes this skill the marketing-agency skill.\n- **Defer to sibling skills for narrow asks.** If the user asks strictly for \"an SEO agency\" with no other marketing scope, use `find-seo-agency`. If strictly web/app development, use `find-web-developer` / `find-software-developer`. This skill is for marketing engagements that span branding/content/paid/social/etc.\n- **`looks_not_pro_services` 404 is not a bug.** A `firm_id` may exist in `/search` but 404 on `/get` if it's been flagged. Skip and continue; not charged.\n- **`/v1/explore` k=20 suppression.** When fewer than 20 firms match, the response is `{\"count\": \"<20\", \"suppressed\": true, \"breakdowns\": {}}`. Drilling further makes the count smaller, not bigger. Broaden or escalate to `/v1/search`.\n- **Briefs from `/search` do NOT include `apex`, `url`, `phone_primary`, `email_primary`, `legal_name`, or address.** If the user asks for contact info, you must `/get/:id`. Do not pretend to have it from the brief.\n- **Catalog is US-only B2B.** Refuse non-US asks (\"a luxury-brand agency in London\"), individual freelancers, and personal-brand consulting for the user themselves.\n- **Multi-word phrases must be split into separate barewords.** `b2b saas` parses as two AND'd keywords.\n- **Quota is per-user-per-month, deduped on first view.** Re-views are free; re-pagination is free.\n\n## Errors\n\nAll errors return JSON: `{\"error\": {\"code\": \"...\", \"message\": \"...\"}}`.\n\n| Status | Code | What to do |\n|---|---|---|\n| 400 | `filter_parse_error` | Payload includes `position`. Fix the filter, re-validate with `/v1/check`. |\n| 400 | `filter_required` | Empty filter where one is required. |\n| 400 | `invalid_firm_id` | firm_id must be 12 lowercase hex chars. Re-derive. |\n| 401 | `unauthorized` | Token missing/expired. Re-run OTP. |\n| 404 | `not_found` | Firm not in catalog or flagged. Not charged. Skip and continue. |\n| 429 | `rate_limited` | Honor `Retry-After` header / `retry_after` field. |\n| 429 | `monthly_quota_exhausted` | Switch to `/v1/explore`-only mode for the rest of the month. Tell the user. |\n\nAuthed responses carry `X-RateLimit-*` and `X-Quota-*` headers. Surface\nthe remaining-month value to the user when it gets low so they can\nbudget.\n\n## End-to-end example\n\nUser: *\"Shortlist three B2B branding agencies in California for a\nSeries-A SaaS company — high evidence on branding, ideally with at\nleast a 4-star rating.\"*\n\n```\n# 1. Discover fields (once per session)\nGET /v1/tags?include_values=1\n# Confirms 'branding' is a valid service_provided tag, 'rating' is numeric.\n\n# 2. Validate the filter and scope the pool (free, no auth)\nGET /v1/check?filter=industry:marketing_agency+state:CA+service_provided:branding@high+rating>=4+b2b\n# → {\"valid\": true, \"normalized\": \"...\"}\n\nGET /v1/explore?filter=industry:marketing_agency+state:CA+service_provided:branding@high+rating>=4+b2b\n# → {\"count\": 38, \"breakdowns\": {...}}\n\n# 3. Search briefs\nGET /v1/search?filter=...&limit=10\n# Header: Authorization: Bearer $SERVICEGRAPH_TOKEN\n# → 10 brief cards with service tags, size, state.\n\n# 4. Present briefs to user, get their pick of 3.\n\n# 5. Pull full bundles for the 3 picks\nGET /v1/get/<firm_id>     # ×3\n# → urls, phones, emails for outreach\n```\n\nEnd of session: report `X-Quota-Remaining-Month` so the user knows how\nmuch budget is left.","tags":["find","marketing","agency","servicegraph","nostrband","agent-skills","ai-agents","b2b-data","claude-code-marketplace","claude-code-plugins","claude-code-skills","claude-plugins"],"capabilities":["skill","source-nostrband","skill-find-marketing-agency","topic-agent-skills","topic-ai-agents","topic-b2b-data","topic-claude-code-marketplace","topic-claude-code-plugins","topic-claude-code-skills","topic-claude-plugins","topic-claude-skills","topic-mcp-server","topic-openapi","topic-professional-services","topic-vendor-discovery"],"categories":["ServiceGraph"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/nostrband/ServiceGraph/find-marketing-agency","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add nostrband/ServiceGraph","source_repo":"https://github.com/nostrband/ServiceGraph","install_from":"skills.sh"}},"qualityScore":"0.530","qualityRationale":"deterministic score 0.53 from registry signals: · indexed on github topic:agent-skills · 160 github stars · SKILL.md body (17,931 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T18:56:03.309Z","embedding":null,"createdAt":"2026-05-06T12:58:11.221Z","updatedAt":"2026-05-18T18:56:03.309Z","lastSeenAt":"2026-05-18T18:56:03.309Z","tsv":"'/.env.local':1101 '/about':1620 '/check':319,839,1026 '/explore':320,841,1027 '/get':278,617,846,1320,2072,2252,2319 '/search':277,615,844,1318,1637,2248,2296 '/stats':279 '/tags':318,838,1025 '/v1/auth/request-otp''':1176 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'b2b':1536,1686,1790,2335,2369,2537,2608,2626 'back':1915,1924 'backend':369 'bareword':830,1372,1386,1456,1482,2368 'base':2051 'bash':958,1065,1159,1656 'bearer':562,583,849,1075,1107,2640 'becom':834,1468 'bigger':2288 'bind':1396 'bite':1393 'bodi':1116 'brand':20,78,692,824,1476,1497,1679,1687,1708,1723,2158,2170,2344,2353,2538,2552,2573,2604,2622 'branding/content/paid/social/etc':2232 'breakdown':548,1712,1913,2280,2629 'brief':568,1728,1989,2294,2329,2632,2644,2653 'broaden':2289 'broader':236 'budget':2528,2692 'bug':2241 'bundl':590,2073,2103,2664 'byo':1640,2075 'c':1403,1410,1783 'ca':1421,1446,1452,1514,1705,1720,2043,2601,2619 'cach':672 'calendar':624 'california':1690,2541 'call':258,349,514,537,599,628,667,993,1031,1051,1632 'campaign':1838 'candid':553 'canon':1588 'captur':1113,1145,1271,1284,1288 'card':570,1729,1990,2645 'carri':2503 'catalog':61,108,164,422,1844,2045,2106,2140,2330,2464 'categor':768 'char':1602,2446 'charg':618,642,2109,2262,2468 'check':387,952 'citi':2066 'claud':1266 'claude-c':1265 'cli':1267 'client':168,1764 'client-vert':1763 'clutch':810,1556,1973 'code':957,973,1188,1194,1226,1262,1263,2404,2407 'come':1914 'comma':1414,1440 'command':1132 'comment':1238 'common':730 'compani':776,815,1516,1697,2548 'compar':1940 'complet':470,1296 'comput':1627,2092 'confirm':678,985,1270,2126,2572 'consent':1293 'construct':664 'consult':2354 'contact':574,2143,2315 'content':21,80,694,1179,1256,1508,1543,1788,1793,1813 'content-market':79,693,1507,1542,1812 'content-typ':1178,1255 'context':313,860,872 'continu':2260,2471 'contract':1593,2097 'convers':104,135,677,714,756,883,1064,1871,1906 'conversion-optim':103,134,713,755,1870,1905 'correct':241 'cost':505 'count':547,801,1552,1969,2276,2285,2627 'credenti':291,868 'curl':170,176,338,386,392,398,408,420,431,1072,1104,1170,1216,1247 'd':1182,1259,1822,2375 'data':373 'dedic':198 'dedup':2384 'def':1645 'defer':179,195,609,2185 'demand':116,119,741,745,1825,1836,1851,1854,1909,1928 'demand-gen':115,740,1824,1835,1850 'demand-gener':118,744,1853 'deriv':2449 'design':92,2161 'detect':433,924,939,1144 'develop':209,213,217,1569,2214,2219,2223 'dgst':1668 'differ':638 'digit':36 'direct':895,1149,1635 'discov':518,2562 'discoveri':348 'dispatch':304,886,1046,1302 'doesn':1091,1227 'domain':1615,2079,2088,2131 'dotenv':901 'doubt':1572 'drift':718 'drill':2281 'drive':47 'drop':1917 'dsl':1340 'e':1932 'echo':1129,1281,1657 'ecommerc':1743,1751,1753,1780 'either':1098 'els':407,419,430 'email':27,88,593,702,1163,1169,1183,1184,1260,1261,1738,1789,1803,1819,2304,2674 'email-market':87,701,1818 'empti':2429 'encod':1653 'end':2530,2532,2677 'end-to-end':2529 'endpoint':367,377 'engag':237,2229 'enrich':15,56,1641,2078 'enter':310,1062 'env':863,971,1197 'env.local':301,864,935,966,1004,1083,1151,1208,1268,1280,1311 'environ':900,1003,1071 'error':1233,2398,2400,2403,2414 'escal':2291 'etc':716 'even':926,1243 'ever':309 'everi':325,516,888,1049 'evid':785,790,797,1920,1952,2550 'exact':1881 'exampl':173,1487,2533 'exchang':1186 'exhaust':2486 'exist':151,685,2246 'exit':956,972,1217 'expand':1136 'expir':1329 'explor':393 'explore/search':536 'export':1067 'extract':1758 'f':1213,2013 'facet':1770 'fall':486,1923 'fallback':140,761,1876 'fetch':171,649 'fewer':2268 'field':520,762,2482,2563 'file':869,902,1120,1231 'film':2026 'filter':148,388,527,532,540,561,639,666,833,1339,1348,1366,1576,1580,1700,1715,1773,1806,1885,1955,1981,2032,2412,2420,2427,2430,2586,2596,2614,2635 'find':2,11,44,53,204,211,215,2208,2217,2221 'find-marketing-ag':1,43 'find-seo-ag':203,2207 'find-software-develop':214,2220 'find-web-develop':210,2216 'firm':69,394,400,411,565,569,586,602,621,651,822,1591,1594,1604,1628,1646,1760,2050,2093,2162,2243,2271,2437,2439,2461 'first':513,991,1581,2386 'fix':2418 'flag':1214,2115,2257,2466 'flavor':1486 'flow':473,492,894,1139,1298,1338 'follow':194,1464 'form':1590 'format':1196 'fortun':1949,1976,2012 'found':803,997,2119,2460 'four':500,1390 'four-tier':499 'free':512,529,542,567,588,636,658,818,1471,1584,2392,2397,2591 'free-text':817,1470 'freelanc':2349 'fss':1171,1248 'full':34,589,2102,2663 'full-servic':33 'funnel':502,1842,1911 'futur':1313 'g':2074 'gen':117,742,1826,1837,1852 'generat':120,746,1855 'geographi':779 'get':383,389,395,401,410,412,424,509,525,538,559,580,668,1698,1713,1733,1771,1804,1883,1953,2030,2100,2523,2567,2594,2612,2633,2656,2669 'github':1345 'github-search-styl':1344 'goe':1052 'gotcha':2148 'grep':962,967,1276 'h':1073,1105,1177,1254 'handl':290,1603 'har':262,289,447,475 'hard':1979 'harness-specif':446 'hashlib':1644 'hashlib.sha256':1650 'header':906,2479,2511,2638 'hex':1601,1670,2445 'hex-char':1600 'hexdigest':1609,1654 'high':793,1385,1498,1528,1535,1545,1709,1724,1815,1894,1901,1908,1919,1951,1965,2011,2549,2605,2623 'hit':1578 'honor':2475 'host':288 'hq':2053 'http':167 'id':414,582,1592,1595,1605,1629,1634,1647,2094,2244,2320,2438,2440 'ideal':2553 'ident':1369,1378,1382,1387,1460 'ignor':1242 'implicit':1292,1359 'import':1643 'inbound':97,129,708,750,1526,1864,1892 'inbound-market':96,128,707,749,1525,1863,1891 'includ':19,77,2299,2416,2569 'indirect':1827 'individu':2348 'industri':143,243,769,1492,1499,1510,1520,1537,1546,1557,1701,1716,1774,1807,1886,1929,1956,2002,2033,2151,2173,2597,2615 'info':575,2144,2316 'initi':476 'insid':1086,1438 'inspect':955 'intent':1828 'intersect':1787 'invalid':2436 'ip':544 'ip-throttl':543 'isn':1766 'jq':1123,1210 'jq-process':1122 'json':2402 'k':2264 'keep':853 'keyword':139,760,816,836,1389,1457,1757,1875,1927,2001,2376 'keyword-extract':1756 'kind':522,763 'know':2689 'la':2029 'land':1246 'later':1037 'launch':1799,2025 'leak':1093 'least':2556 'left':2694 'legal':519,595,827,1479,2306 'let':1992 'like':41 'limit':1725,1781,1974,2474,2636 'line':1239 'linkedin':814 'list':381,1415,1441,1625,2077,2129 'liter':876,1059,1437 'll':765 'llm':312,859,913,1158 'load':268,406,418,429,462 'local':1630,2095 'london':2347 'look':2233 'low':791,1383,2524 'lowercas':2444 'luxuri':2343 'luxury-brand':2342 'make':1215,2177,2283 'map':126,362,733,788,1861 'market':3,17,22,28,45,58,68,81,86,89,98,100,113,130,132,144,223,244,681,695,700,703,709,711,739,751,753,771,1485,1493,1500,1509,1511,1521,1527,1533,1538,1544,1547,1558,1702,1717,1775,1794,1808,1814,1820,1849,1865,1867,1887,1893,1899,1930,1957,1964,2003,2010,2034,2138,2152,2182,2204,2228,2598,2616 'marketing-ag':2137,2181 'marketing-flavor':1484 'marketing-relev':680 'marketing-strategi':99,131,710,752,1532,1866,1898 'match':454,1424,2160,2272 'matter':614 'may':2245 'mcp':253,266,281,321,326,358,374,404,416,427,438,459,482 'mcp.servicegraph.co':269 'media':24,26,85,699,1943,1963,2009 'medium':792,1384 'messag':2405 'meta':826,1478 'mid':1325 'mid-sess':1324 'mirror':1234 'mis':732 'mis-map':731 'missing/expired':2453 'mode':2491 'model':775,852 'month':566,587,625,656,2383,2484,2497,2516,2685 'much':2691 'multi':1785,2360 'multi-tag':1784 'multi-word':2359 'multipl':1481 'must':2318,2363,2441 'mvp':608 'n':959,1658 'name':444,521,596,717,823,828,1264,1475,1480,2307 'narrow':183,2190 'need':478,1211,1638 'negat':1430,1436 'never':861,879,1061 'new':1147 'non':980,1219,2338 'non-us':2337 'non-zero':979,1218 'none':511,528,541 'normal':1589,2611 'not-found':2117 'note':106 'notexpr':1355,1357,1361,1363 'number':1379,1388,1462 'numer':798,2582 'ny':1422,1447,1454,1515,2042,2062 'nyc':2027,2058 'oauth':284,329 'ogilvy.com':1616,1659 'ok':1005 'one':191,1341,1418,2047,2120,2146,2432 'op':781,794,805,1370,1373 'openssl':1667 'oper':523,1467 'optim':105,136,715,757,1872,1907 'option':796 'orexpr':1349,1350 'other':2166 'otp':409,421,432,491,1138,1282,1337,2457 'outreach':1740,2676 'overlap':641,646 'page':631 'pagin':2395 'paid':605 'param':1199 'paramet':1343 'paren':1412 'parent':1096 'pars':1404,1577,2371,2413 'parser':721 'part':233 'parti':1937 'partner':1795 'pass':2147 'past':2085 'path':346,380 'pattern':353,453 'pattern-match':452 'payload':2415 'per':619,623,627,919,2049,2380,2382,2565 'per-user-per-month':2379 'perform':112,738,1823,1848 'performance-market':111,737,1847 'performance/demand-gen':29 'persist':1309 'person':2352 'personal-brand':2351 'phone':592,808,1737,2302,2673 'phrase':125,1860,2362 'pick':1731,1994,2658,2668 'pin':142,242,2150,2174 'pkce':286 'plain':337,1204 'plus':137,758,1873 'pollut':1229 'pool':554,1710,2590 'posit':2417 'post':603,1173,1250 'ppc':82,696,1504,1742,1746,1779 'ppc/paid':23 'predic':1367,1368,1419 'prefer':255,270,324,463 'prefix':449 'presenc':806 'present':485,2114,2652 'pretend':2323 'price':774 'primari':2303,2305 'print':1672 'pro':2235 'proceed':1300 'process':1124 'product':31,95,706,2015,2018,2024,2040 'prompt':1165,1190 'provid':251,690,787,1496,1503,1506,1524,1531,1541,1562,1566,1707,1722,1778,1811,1817,1890,1897,1904,1960,2006,2037,2157,2578,2603,2621 'public':365 'pull':654,2142,2662 'pure':1926 'python':1642 'q':1277 'qs':963,968 'qualifi':1754,1921 'qualiti':1933 'quarter':1834 'queri':634,1198,1342 'quota':371,557,611,2377,2485,2510,2683 'quota-spend':556 'rank':578 'rate':799,812,1549,1966,2473,2560,2580,2606,2624 'ratelimit':2506 're':630,648,1035,1334,2389,2394,2422,2448,2455 're-ask':1034 're-der':2447 're-fetch':647 're-pag':629 're-pagin':2393 're-run':1333,2454 're-valid':2421 're-view':2388 'read':862,946 'recip':1677 'recommend':379 'refus':2336 'regist':1614 'reject':1449 'relev':249,682 'remain':2515,2684 'remaining-month':2514 'report':2680 'request':40,172,890,1012,1131 'requir':328,847,2428,2434 'resolut':936 'respons':674,1115,2274,2502 'rest':341,352,366,376,490,2494 'result':729 'retri':2477,2480 'retry-aft':2476 'return':688,727,1200,1321,1586,1649,2401 'reveal':1273 'review':800,1551,1968 'revok':1332 'ritual':662 'round':909 'round-trip':908 'rstrip':1608,1652 'rule':612,937,1391 'run':949,1335,1832,2456 'saa':1696,1798,1821,2370,2547 'safe':1240 'sandbox':296 'say':1018 'scope':181,546,2205,2588 'search':399,1346,1458,2631 'second':2023 'secur':851 'see':436,2096 'seo':205,228,1563,2199,2209 'seo/search-ranking':201 'separ':2367 'seri':1694,2545 'series-a':1693,2544 'serv':780 'server':254,267,282,331,460 'servic':35,73,250,683,689,786,1495,1502,1505,1523,1530,1540,1561,1565,1706,1721,1777,1810,1816,1889,1896,1903,1959,2005,2036,2156,2164,2236,2577,2602,2620,2647 'servicegraph':49,265,441,458,481,960,964,969,999,1010,1076,1108,1201,1278,2641 'session':517,660,920,995,1014,1314,1326,2566,2679 'session-start':659 'set':783,1099,1102 'sha256':1606,1669 'shell':303,885,933,951,1048,1055,1070,1097 'sho':42 'shop':1747 'shortlist':12,54,579,601,2535 'shouldn':158 'sibl':177,2187 'signal':778,1518,1938 'silent':722 'simpler':345 'sinc':1762 'size':551,777,1517,1711,2649 'skill':150,178,199,239,2179,2184,2188,2225 'skill-find-marketing-agency' 'skip':610,1029,2258,2469 'smaller':2286 'social':25,84,594,698,1942,1962,2008 'social-media-market':83,697,1961,2007 'softwar':216,2222 'solo':1519 'someon':1830 'somewher':978 'sourc':1084 'source-nostrband' 'span':2231 'special':1749 'specif':448,2059 'spend':534,558 'split':2365 'stabl':1598 'star':2559 'start':661 'stat':423 'state':773,1420,1445,1451,1453,1513,1683,1704,1719,2041,2048,2061,2600,2618,2650 'status':2406 'stay':1020 'step':1303 'strategi':101,133,712,754,1534,1868,1900 'strict':190,200,207,2196,2212 'structur':1769,1982 'studio':2019 'style':1347 'sub':75 'sub-tag':74 'subshel':1088 'substr':456,820,1473,1673 'success':1287 'suppress':2266,2278 'surfac':1153,1983,2064,2512 'switch':2487 'tag':70,76,121,252,382,684,725,747,782,789,1786,1856,2171,2579,2648 'tagatevid':1380,1381 'taxonomi':165,691 'tell':2498 'ten':63 'text':819,1205,1472,1761 'thin':1916 'think':162 'third':1936 'third-parti':1935 'thousand':65 'three':1428,1685,1941,2536 'threshold':1934 'throttl':545 'tier':276,317,335,469,497,501,503,1024 'tighter':1397 'titl':825,1477 'tmp':1119 'token':307,850,855,874,893,925,942,961,965,970,975,983,1000,1060,1077,1109,1135,1142,1148,1202,1279,1283,1306,1328,2452,2642 'tool':272,327,359,375,439,465,483 'topic-agent-skills' 'topic-ai-agents' 'topic-b2b-data' 'topic-claude-code-marketplace' 'topic-claude-code-plugins' 'topic-claude-code-skills' 'topic-claude-plugins' 'topic-claude-skills' 'topic-mcp-server' 'topic-openapi' 'topic-professional-services' 'topic-vendor-discovery' 'total':802,1553,1970 'tr':1660 'trigger':38,1161 'trip':910 'true':2279,2610 'two':637,2373 'tx':1423 'type':1180,1257 'unauthor':1323,2451 'uniqu':564,585,620 'unknown':724 'unless':1038 'url':342,572,591,1736,2301,2672 'us':16,57,67,2136,2333,2339 'us-on':2332 'use':5,175,283,350,506,549,576,748,766,884,922,1007,1411,1450,2046,2060,2124,2206,2215 'user':8,124,157,186,220,898,917,988,1017,1040,1167,1192,1290,1684,1730,1745,1792,1829,1859,1879,1939,1986,2016,2056,2069,2081,2084,2123,2194,2312,2357,2381,2500,2520,2534,2655,2688 'user-phras':123,1858 'valid':530,1488,2423,2576,2584,2609 'valu':308,524,877,948,1155,1275,1375,1376,1377,2517,2570 'valueorlist':1371,1374 'vari':450 'vertic':1744,1765,1791 'vet':13 'via':1047 'video':30,94,705,2014,2017,2039 'video-product':93,704,2038 'view':622,2387,2390 'want':9,221,2057 'web':91,212,230,1568,2218 'web-design':90 'web-develop':1567 'web/app':2213 'web/app/software':208 'whenev':6 'whether':940,1574,2127 'whitespac':1358 'within':1417 'without':907,945,1152,1272,2154 'word':1882,2361 'work':169,202,231,1044,1947 'would':2159 'wrapper':1056 'wrong':1225 'www.ogilvy.com':1619 'www.ogilvy.com/about':1618 'x':1172,1249,1432,1435,2505,2509,2682 'x-quota':2508 'x-quota-remaining-month':2681 'x-ratelimit':2504 'year':804 'yes':385,391,397 'z':1663,1666 'zero':728,981,1220","prices":[{"id":"272cb238-374c-4328-be4a-99ee61983e24","listingId":"99cf716c-50b5-4b4e-a974-178440de4df4","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"nostrband","category":"ServiceGraph","install_from":"skills.sh"},"createdAt":"2026-05-06T12:58:11.221Z"}],"sources":[{"listingId":"99cf716c-50b5-4b4e-a974-178440de4df4","source":"github","sourceId":"nostrband/ServiceGraph/find-marketing-agency","sourceUrl":"https://github.com/nostrband/ServiceGraph/tree/main/skills/find-marketing-agency","isPrimary":false,"firstSeenAt":"2026-05-06T12:58:11.221Z","lastSeenAt":"2026-05-18T18:56:03.309Z"}],"details":{"listingId":"99cf716c-50b5-4b4e-a974-178440de4df4","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"nostrband","slug":"find-marketing-agency","github":{"repo":"nostrband/ServiceGraph","stars":160,"topics":["agent-skills","ai-agents","b2b-data","claude-code-marketplace","claude-code-plugins","claude-code-skills","claude-plugins","claude-skills","mcp-server","openapi","professional-services","vendor-discovery"],"license":"mit","html_url":"https://github.com/nostrband/ServiceGraph","pushed_at":"2026-05-07T12:11:52Z","description":"AI Agent skills for a structured catalog of 100k+ US professional-services firms","skill_md_sha":"5f45f1392a878f16285886dc87625955ca19c392","skill_md_path":"skills/find-marketing-agency/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/nostrband/ServiceGraph/tree/main/skills/find-marketing-agency"},"layout":"multi","source":"github","category":"ServiceGraph","frontmatter":{"name":"find-marketing-agency","license":"MIT","description":"Use whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, content marketing, PPC/paid media, social media, email marketing, performance/demand-gen, video production, and full-service digital agencies. Triggers on requests like \"shortlist three B2B branding agencies in California\", \"find a PPC shop with ecommerce experience\", \"we need a content marketing partner for a SaaS launch\", or \"pull contact info for these 12 agency domains\", even when the need is described indirectly. Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings, and third-party listings. Skip SEO-only asks (use find-seo-agency), web/software-development asks (use find-web-developer or find-software-developer), recruiting an in-house marketing hire, \"write me a marketing plan\" do-the-work asks, non-US firms, individual freelancers, marketing-software-product recommendations, and consumer/personal-brand asks."},"skills_sh_url":"https://skills.sh/nostrband/ServiceGraph/find-marketing-agency"},"updatedAt":"2026-05-18T18:56:03.309Z"}}