Drive the ServiceGraph API ( https://api.servicegraph.co) to find,
shortlist, and enrich US business-to-business accounting and tax
firms (CPA firms) via the pro_services dataset.
The catalog is B2B-only. Personal tax prep (individual 1040s, retirement planning, individual estate planning, personal bookkeeping for freelancers) is out of scope — those firms were filtered during the catalog audit.
Always pin industry:accounting_tax. Sub-services (audit, tax,
bookkeeping, advisory, M&A diligence, 409A, R&D credits, etc.) are
NOT separate tags — industry:accounting_tax is the most specific
structured level — so practice-area specialization is a keyword
substring search on firm text.
Any HTTP client works (curl, fetch, requests). Examples below use curl.
If your harness has the ServiceGraph MCP server loaded (tools
containing servicegraph), prefer those — OAuth 2.1 + PKCE keeps the
token in the harness sandbox. Otherwise use the REST flow below.
pro_services)#Every endpoint requires the bearer ( Authorization: Bearer vk_…).
No anonymous tier.
EndpointCostUse it forGET /v1/datasets/pro_services/fields[?include_values=1]freeConfirm accounting_tax is in the industry value list.GET /v1/datasets/pro_services/check?filter=…freeValidate filter.POST /v1/datasets/pro_services/translate-intentfree{intent} → DSL filter + sanity count.GET /v1/datasets/pro_services/search?filter=…&limit=freeBrief firm cards + per-row unlock hint + total.GET /v1/datasets/pro_services/:apexfreeOne row brief; detail only if unlocked.POST /v1/datasets/pro_services/unlocks10 credits / firm{apexes:[...]} ≤100; atomic; 30-day TTL on detail.GET /v1/me/creditsfreeBalance.
Cost model. Discovery / validation / search / brief reads are
free. Detail (url, phone, email, social, address, full platforms
map) costs 10 credits per firm and lasts 30 days.
vk_* API keys minted in the dashboard. Keep the token out of the
LLM context — never read .env* into your context; dispatch via
shell.
Try the call first through a shell wrapper that sources .env.local:
bash
( set -a; [ -f .env.local ] && . ./.env.local; set +a;
curl -sS -H "Authorization: Bearer $SERVICEGRAPH_API_KEY" \
'https://api.servicegraph.co/v1/datasets/pro_services/fields' )
On 401 prompt the user:
"Open https://servicegraph.co/profile/api-keys, create a key, and add
SERVICEGRAPH_API_KEY=vk_…to.env.localhere (or export it). Tell me when done. Please don't paste the key into chat."
Retry after the user signals ready.
GitHub-search-style.
text
filter := orExpr
orExpr := andExpr ("OR" andExpr)*
andExpr := notExpr (("AND")? notExpr)* # whitespace = implicit AND
notExpr := ("NOT" | "-") notExpr | atom
atom := "(" filter ")" | predicate
predicate:= IDENT op valueOrList | bareword
op := ":" | "=" | ">=" | "<=" | ">" | "<"
valueOrList := value ("," value)*
value := IDENT | NUMBER | tagAtEvidence
tagAtEvidence := IDENT "@" ("low"|"medium"|"high")
bareword := IDENT | NUMBER # → keyword:<bareword>
Four rules that bite: AND binds tighter than OR (use parens);
comma list = OR within one predicate; negation is -x or NOT x;
bareword = keyword search (quote multi-word phrases).
Accounting-flavored examples (validate yours with /check):
text
industry:accounting_tax state:CA audit saas
industry:accounting_tax cpa state:DE,NY
industry:accounting_tax "m&a" diligence
industry:accounting_tax tax 409a
industry:accounting_tax "fractional cfo"
industry:accounting_tax "r&d" tax
industry:accounting_tax "soc 2"
industry:accounting_tax -company_size_signal:solo rating>=4
Practice area → keyword mapping:
User asks forAdd as keyword(s)Audit / financial-statement auditauditSOC 1 / SOC 2 audit"soc 2"Corporate tax / 1120tax, "corporate tax", 1120Bookkeeping (for a business)bookkeepingAdvisory / fractional CFO"fractional cfo", advisoryM&A diligencem&a, diligence409A valuation409aR&D tax credits"r&d", "r&d tax"IPO readinessipo, readinessSales-and-use tax"sales tax", "sales and use"International tax / transfer pricing"international tax", "transfer pricing"
apex#Firms are identified by their apex domain ( pwc.com, not
www.pwc.com/about).
User: "CPA firm for our delaware c-corp series A audit, under 50 ppl."
text
GET /v1/datasets/pro_services/search?filter=industry:accounting_tax+audit+state:DE,NY,CA+-company_size_signal:large_50plus&limit=10
# Present, get pick of 3. "Unlocking 3 = 30 credits, 30-day TTL."
POST /v1/datasets/pro_services/unlocks
{ "apexes": ["firm-a.com", "firm-b.com", "firm-c.com"] }
text
GET /v1/datasets/pro_services/search?filter=industry:accounting_tax+audit+saas&limit=10
User: "Tax advisor for our M&A — Series-B-stage tech company."
text
GET /v1/datasets/pro_services/search?filter=industry:accounting_tax+"m&a"+diligence+tech&limit=10
User: "Fractional CFO to help us through a Series-A close."
text
GET /v1/datasets/pro_services/search?filter=industry:accounting_tax+"fractional cfo"&limit=10
If thin, drop the cfo qualifier — fractional alone catches
fractional finance leaders broadly.
User: "R&D tax credit specialists for biotech."
text
GET /v1/datasets/pro_services/search?filter=industry:accounting_tax+"r&d"+biotech&limit=10
User: "Outside accountant for state and local tax filings — multi-state DTC business."
text
GET /v1/datasets/pro_services/search?filter=industry:accounting_tax+("sales tax" OR salt)+multi-state&limit=10
If barely any results, drop multi-state and surface the dimension
from the unlocked detail later.
User pastes 8–20 accounting-firm domains:
GET /v1/datasets/pro_services/:apex per domain — free brief
(404 = not in catalog, no charge).POST /unlocks = 10×N credits,
atomic, detail returned.A 404 here often means the firm focuses on personal tax prep and was filtered out of the B2B catalog.
industry:accounting_tax. Without it, "tax" / "audit" / "cfo" as keywords match management consulting and other industries.industry:accounting_tax is the only structured handle. Practice areas (audit, tax, M&A, 409A, R&D credits) are keyword-only. Multi-word areas split into ANDed barewords unless quoted ( "r&d tax credits" → one phrase).apex, name, location, ratings. They DON'T include url, phone_primary, email_primary, legal_name, address_full, full platforms — those require an unlock.not_found / not_in_dataset 404 = not in pro_services. Skip; not charged.was_cached:true).JSON envelope: {"error": {"code": "...", "message": "..."}}.
StatusCodeWhat to do400filter_parse_error``position included; fix and re-validate with /check.400kind_in_filterStrip any kind: from filter — URL is authoritative.400field_not_in_datasetDrop the disallowed field.400invalid_apexRe-normalize.401unauthorized / invalid_audienceRe-prompt for fresh vk_….402insufficient_credits``needed and balance in payload; nothing charged.404not_found / not_in_datasetSkip; not charged.429rate_limitedHonor Retry-After.
User: "CPA firm for our delaware c-corp series A audit, recommend 5 options under 50 ppl, ideally with SaaS experience and 4-star ratings."
text
GET /v1/datasets/pro_services/fields?include_values=1
GET /v1/datasets/pro_services/check?filter=industry:accounting_tax+audit+saas+rating>=4+-company_size_signal:large_50plus
GET /v1/datasets/pro_services/search?filter=...&limit=10
# Present briefs. "Unlocking 5 = 50 credits, 30-day TTL."
POST /v1/datasets/pro_services/unlocks
{ "apexes": ["firm-a.com", "firm-b.com", "firm-c.com", "firm-d.com", "firm-e.com"] }
GET /v1/me/credits