Clay
- clay.com
- Oct 5, 2026
This report reads the companies competing for Clay’s buyers and where Clay could move. One of eight factors is crowded; the open water is “Usage, not seats” and “Agents included”. Two established players trail Clay most on “Price, no call”; two beat it on “Owns the data”.
Clay’s space: one of eight factors is crowded; the open water is “Usage, not seats” and “Agents included”.
- Owns the dataApollo.io, Cognism, HubSpot1 low0
- Runs itself11x, Salesforce, HubSpot1 low0
- It’s the CRMHubSpot, Salesforce, Apollo.io1 low0
- Public signals11x2 mid4
- Price, no callNo one4 full3
- Agents includedNo one3 high4
- Usage, not seatsNo one4 full5
- Vendors stackedNo one4 full5
Clay on “Price, no call”
Of five established players, two are level with Clay and three trail Clay.
Clay stands at full, on high evidence.
- No one
- medium or high evidence HubSpotmedium or high evidence Salesforce
- medium or high evidence 11xmedium or high evidence Cognismmedium or high evidence Apollo.io
Clay on “Usage, not seats”
Of five established players, all five trail Clay.
Clay stands at full, on high evidence.
- No one
- No one
- medium or high evidence Apollo.iomedium or high evidence HubSpotmedium or high evidence Salesforcelow evidence 11xmedium or high evidence Cognism
Clay on “Agents included”
Of five established players, one is level with Clay and four trail Clay.
Clay stands at high, on medium evidence.
- No one
- medium or high evidence HubSpot
- low evidence Cognismmedium or high evidence Salesforcelow evidence 11xlow evidence Apollo.io
Two established players trail Clay most on “Price, no call”; two beat it on “Owns the data”.
HubSpot against Clay
Beats Clay on “It’s the CRM” and “Owns the data”; trails on “Usage, not seats” and “Vendors stacked”.
It’s the CRM
Clay stands at low, on high evidence.
HubSpot stands at full, on high evidence.
Owns the data
Clay stands at low, on high evidence.
HubSpot stands at mid, on low evidence.
Runs itself
Clay stands at low, on high evidence.
HubSpot stands at mid, on low evidence.
Price, no call
Clay stands at full, on high evidence.
HubSpot stands at full, on high evidence.
Agents included
Clay stands at high, on medium evidence.
HubSpot stands at high, on high evidence.
Public signals
Clay stands at mid, on high evidence.
HubSpot stands at low, on low evidence.
Usage, not seats
Clay stands at full, on high evidence.
HubSpot stands at low, on high evidence.
Vendors stacked
Clay stands at full, on high evidence.
HubSpot stands at low, on low evidence.
Their words, facts and funding
- Not stated
- Clay’s 12K-install CRM target now enriches records itself
- Not disclosed
Salesforce against Clay
Beats Clay on “It’s the CRM” and “Runs itself”; trails on “Vendors stacked” and “Usage, not seats”.
It’s the CRM
Clay stands at low, on high evidence.
Salesforce stands at full, on high evidence.
Runs itself
Clay stands at low, on high evidence.
Salesforce stands at high, on medium evidence.
Price, no call
Clay stands at full, on high evidence.
Salesforce stands at full, on high evidence.
Owns the data
Clay stands at low, on high evidence.
Salesforce stands at low, on low evidence.
Public signals
Clay stands at mid, on high evidence.
Salesforce stands at low, on low evidence.
Agents included
Clay stands at high, on medium evidence.
Salesforce stands at low, on high evidence.
Usage, not seats
Clay stands at full, on high evidence.
Salesforce stands at low, on high evidence.
Vendors stacked
Clay stands at full, on high evidence.
Salesforce stands at none, on low evidence.
Their words, facts and funding
- The CRM Clay pushes into now ships its own prospecting agent.
- Not disclosed
- Not disclosed
11x against Clay
Beats Clay on “Runs itself” and “Public signals”; trails on “Price, no call” and “Usage, not seats”.
Runs itself
Clay stands at low, on high evidence.
11x stands at full, on high evidence.
Public signals
Clay stands at mid, on high evidence.
11x stands at high, on high evidence.
Owns the data
Clay stands at low, on high evidence.
11x stands at low, on medium evidence.
It’s the CRM
Clay stands at low, on high evidence.
11x stands at low, on medium evidence.
Vendors stacked
Clay stands at full, on high evidence.
11x stands at high, on medium evidence.
Agents included
Clay stands at high, on medium evidence.
11x stands at mid, on low evidence.
Usage, not seats
Clay stands at full, on high evidence.
11x stands at mid, on low evidence.
Price, no call
Clay stands at full, on high evidence.
11x stands at none, on high evidence.
Their words, facts and funding
- Sells named digital coworkers you “hire,” not data you query.
- Not disclosed
Apollo.io against Clay
Beats Clay on “Owns the data” and “It’s the CRM”; trails on “Usage, not seats” and “Price, no call”.
Owns the data
Clay stands at low, on high evidence.
Apollo.io stands at full, on high evidence.
It’s the CRM
Clay stands at low, on high evidence.
Apollo.io stands at mid, on low evidence.
Runs itself
Clay stands at low, on high evidence.
Apollo.io stands at low, on low evidence.
Price, no call
Clay stands at full, on high evidence.
Apollo.io stands at high, on medium evidence.
Vendors stacked
Clay stands at full, on high evidence.
Apollo.io stands at high, on high evidence.
Public signals
Clay stands at mid, on high evidence.
Apollo.io stands at low, on low evidence.
Agents included
Clay stands at high, on medium evidence.
Apollo.io stands at mid, on low evidence.
Usage, not seats
Clay stands at full, on high evidence.
Apollo.io stands at low, on medium evidence.
Their words, facts and funding
- Owns the database it sells: 240M contacts in one platform
Cognism against Clay
Beats Clay on “Owns the data”; trails on “Price, no call” and “Vendors stacked”.
Owns the data
Clay stands at low, on high evidence.
Cognism stands at full, on high evidence.
Runs itself
Clay stands at low, on high evidence.
Cognism stands at low, on medium evidence.
It’s the CRM
Clay stands at low, on high evidence.
Cognism stands at low, on low evidence.
Public signals
Clay stands at mid, on high evidence.
Cognism stands at low, on low evidence.
Usage, not seats
Clay stands at full, on high evidence.
Cognism stands at mid, on high evidence.
Agents included
Clay stands at high, on medium evidence.
Cognism stands at low, on low evidence.
Vendors stacked
Clay stands at full, on high evidence.
Cognism stands at low, on medium evidence.
Price, no call
Clay stands at full, on high evidence.
Cognism stands at none, on high evidence.
Their words, facts and funding
- Quote-only pricing; every plan bundles 5 seats, no amount published
32 candidate moves for Clay, sorted into eliminate, reduce, raise and create.
- 6
- 9
- 10
- 7
Drop the headcount-replacement pitch
Drop the headcount-replacement pitch. 11x promises to “Scale pipeline faster than you can hire”; Clay’s buyers keep reps and want them selling.
Cut demo-gated access
Cut demo-gated access. 11x runs no pricing page and no self-serve signup, so an ops buyer can’t try anything before a call.
Gated first runs look optional
Gated first runs look optional: Apollo’s pricing page keeps a Starter plan “free forever,” so buyers start without paying.
Seat minimums
Seat minimums. Cognism bundles ‘5 seats included’ on both prospecting tiers, so small ops teams pay for chairs nobody fills.
Seat fees for reps who only read the finished list
Seat fees for reps who only read the finished list. HubSpot meters enrichment by credit from $42 per month.
Eliminate roadmap talk from the pitch
Eliminate roadmap talk from the pitch — Salesforce says “The rest will launch by year’s end,” and buyers can’t run a play on a date.
Reduce the provider-count headline
Reduce the provider-count headline. 11x courts the same RevOps buyer by naming one outcome, pipeline, not a tally of data vendors to wire up.
Reduce build-it-yourself setup
Reduce build-it-yourself setup. 11x offers a 20-minute demo that configures Julian on the buyer’s own scenarios; Clay’s spreadsheet asks ops to assemble plays.
Provider breadth may be over-invested
Provider breadth may be over-invested. Apollo bundles its own contact database and sells itself as the single go-to-market “foundation,” not a stack to assemble.
Headcount-heavy service may be over-built for ops buyers
Headcount-heavy service may be over-built for ops buyers. Apollo runs a team of 800 behind one owned database.
Sales-gated pricing
Sales-gated pricing. Cognism routes both prospecting tiers to ‘Talk to sales’ and publishes no amount, so buyers can’t size spend alone.
Headline provider counts matter less once records enrich themselves inside the CRM
Headline provider counts matter less once records enrich themselves inside the CRM. HubSpot shipped Breeze Intelligence enrichment on 2024-09-18.
Chasing every GTM department thins focus
Chasing every GTM department thins focus. HubSpot fields 8,882 full-time employees to cover that surface, and Clay can’t out-staff it.
Reduce agent branding
Reduce agent branding — Salesforce’s page title reads “Best Sales Prospecting AI Agent,” so the word agent no longer sorts one tool from another.
Reduce spend on prospecting features the CRM now bundles
Reduce spend on prospecting features the CRM now bundles — Salesforce ships a prospecting agent of its own inside Sales Cloud.
Raise price legibility
Raise price legibility. 11x publishes no price and no pricing page, so a number the buyer reads without a call becomes the differentiator.
Raise vendor continuity
Raise vendor continuity. 11x named a new CEO in May 2025 when its founder stepped down; buyers staking a channel want stability proof.
Raise why-it-qualified evidence
Raise why-it-qualified evidence. 11x’s homepage sells outcomes — “Digital Workers, Human Results” — and never shows the reason a contact got picked.
Readable paid pricing is a gap
Readable paid pricing is a gap: Apollo’s fetched pricing page lists a free Starter tier and no paid dollar amount.
Qualification reasoning is open ground
Qualification reasoning is open ground: Apollo’s fetched pages sell database access, while Intercom’s reps won’t work a list without the why.
Published coverage proof
Published coverage proof. Cognism sells ‘verified, compliance-first data’ with no hit rate on the page; buyers want numbers they can check pre-purchase.
Show why each account qualified, not just a filled field
Show why each account qualified, not just a filled field. Reps at Intercom won’t work a list without that reason.
A price the buyer reads without a call
A price the buyer reads without a call. HubSpot publishes a $42-per-month entry price for Breeze Intelligence credits.
Raise a price you can read without a call
Raise a price you can read without a call — this run’s fetch of Salesforce’s pricing page turns up no quotable number.
Raise what works without Sales Cloud
Raise what works without Sales Cloud — Salesforce files its prospecting agent under Sales Cloud, so the agent lives inside the CRM.
Pay per booked meeting, not per seat or credit
Pay per booked meeting, not per seat or credit — nobody in this footprint prices on the outcome they advertise.
A record where the agent’s research, its source, and its date ride along with every send, so the rep can inspect it
A record where the agent’s research, its source, and its date ride along with every send, so the rep can inspect it.
Nobody prices data by rows that proved true
Nobody prices data by rows that proved true. A per-verified-row charge, refunding stale records, would let ops buy accuracy instead of credits.
A per-record receipt
A per-record receipt: where each phone number came from, which provider, what consent basis — so compliance review doesn’t stall the list.
Charge only for enrichment that lands a usable field, refunding credits when every provider comes back empty
Charge only for enrichment that lands a usable field, refunding credits when every provider comes back empty. Nobody in this footprint prices that way.
Create a record where every field shows which provider said it and when, so a rep can challenge the data mid-call
Create a record where every field shows which provider said it and when, so a rep can challenge the data mid-call.
Create pricing that charges only for records a rep actually works, not seats or credits bought up front
Create pricing that charges only for records a rep actually works, not seats or credits bought up front.
Around Clay, three moves this month: two changelog updates, one launch.
“$87.5m (£64m)” Series C led by Viking Global Investors
- Cognism
- 2022-01-13
- funding
- “$87.5m (£64m)” Series C led by Viking Global Investors
$100M Series D at a $1.6B valuation
- Apollo.io
- 2023-08-29
- funding
- $100M Series D at a $1.6B valuation; total funding approximately $250M
“Breeze Intelligence includes data enrichment via more than 200 million buyers and company profiles and contacts in HubSpot Smart CRM.”
- HubSpot
- 2024-09-18
- launch
- “Breeze Intelligence includes data enrichment via more than 200 million buyers and company profiles and contacts in HubSpot Smart CRM.”
$50M Series B led by Andreessen Horowitz, $74M total raised
- 11x
- 2024-11-12
- funding
- $24M Series A led by Benchmark
- $50M Series B led by Andreessen Horowitz, $74M total raised
Agentforce “went into production in the last week of Q3” and was “off to a flying start according to Benioff, with 200 deals”
- Salesforce
- 2024-12-04
- launch
- Agentforce “went into production in the last week of Q3” and was “off to a flying start according to Benioff, with 200 deals”
CTO Prabhav Jain is CEO
- 11x
- 2025-05-05
- leadership
- Founder Hasan Sukkar is CEO
- CTO Prabhav Jain is CEO; Sukkar becomes “non-executive chairman”
Dominic Allon as CEO and Chris Evans as CRO
- Cognism
- 2025-09-09
- leadership
- Pete Daffern, Interim CEO
- Dominic Allon as CEO and Chris Evans as CRO
Acquired Pocus, “an enterprise-grade revenue intelligence platform”, toward an “AI-native GTM operating system”
- Apollo.io
- 2026-03-19
- launch
- Acquired Pocus, “an enterprise-grade revenue intelligence platform”, toward an “AI-native GTM operating system”
Hunter ships
- Salesforce
- 2026-09-11
- launch
- Hunter ships: it “helps business-to-business salespeople find leads and craft outreach emails”, with most new features generally available
“MCP & API access” listed on both Standard and Pro, marked “New”
- Cognism
- 2026-09-29
- changelog
- “MCP & API access” listed on both Standard and Pro, marked “New”
Docs state enrichment runs on Starter, Professional and Enterprise, and “Data enrichment does not consume HubSpot Credits.”
- HubSpot
- 2026-10-05
- changelog
- Docs state enrichment runs on Starter, Professional and Enterprise, and “Data enrichment does not consume HubSpot Credits.”
Gong: moving in on Clay’s space from an adjacent market
A conversation-intelligence vendor now sells enrichment itself, the anchor’s core job, to the same revenue-team buyer.
- Ships enrichment under a named program, Mission Callisto, aimed at revenue teams.
- Sep 30, 2026 in google-news
Clay’s long tail: eight more companies, each with one distinguishing fact.
Three-person YC team’s AI SDR watches 113M+ accounts for signals
- Three-person YC team’s AI SDR watches 113M+ accounts for signals
- High
Prices a founders-only tier
- Prices a founders-only tier: $89 per seat, up to 2 seats
- Medium
Two founders, 50+ YC customers, first account executive still an opening
- Two founders, 50+ YC customers, first account executive still an opening
- Medium
Five-person team sells a done-for-you tier from $2,999 a month
- Five-person team sells a done-for-you tier from $2,999 a month
- Medium
Explore tier
- Explore tier: $900/mo, “Unlimited users” — no per-seat count
- High
Agents install Fuse as a skill over MCP inside Claude or Cursor
- Agents install Fuse as a skill over MCP inside Claude or Cursor
- Low
Sells 750 emails for $30, pay as you go with no subscription
- Sells 750 emails for $30, pay as you go with no subscription
- Medium
Sells a $99/month self-serve tier
- Sells a $99/month self-serve tier; teams of 5+ get routed to sales.
- Low
Clay’s tech stack: one raw material could move “Agents included”; its numbers are vendor-reported only.
Beam: a model from Reflection AI
Beam is a 501B-parameter open-weight mixture-of-experts model, 23B active, with a 1M-token context window, built for coding, reasoning, tool use and agentic workloads.
- Model
- Oct 5, 2026
- Vendor-reported only
- Weights under an Apache 2.0 license later this month, with technical report, model card and tools for running, evaluating and fine-tuning.
What Beam could do for Clay on “Agents included”
Could let Clay run enrichment agents on cheaper open weights, so agents switch on inside the plan the buyer already pays for.
- Clay stands at high, on medium evidence.
- Whether AI agents switch on inside the current contract, or arrive as a second line on the invoice.
- Vendor-reported only
Beam: four numbers, all vendor-reported
80.9
- Not stated
- Vendor-reported
3-4x less inference compute
- Z .ai’s GLM-5.2
- Vendor-reported
3–4x higher inference efficiency
- GLM 5.2
- Vendor-reported
over 4x higher efficiency
- leading Western open models in its class
- Vendor-reported
Everything else about Clay, in compact lists
What Clay is
Go-to-market data enrichment and workflow tool: a spreadsheet-shaped workspace that pulls from many data providers and runs outbound research and personalization at scale.
- Reps won’t work a list until they can see why an account qualified.
- One data provider leaves gaps, so the buyer wants several stacked without hiring for it.
- Ops wants records that clean themselves instead of pulling lists by hand.
- The buyer wants to retarget in minutes when an experiment flops.
- Ops wants reps off data admin and into real conversations.
- A data-science job that used to take days, the buyer now wants done in hours.
All 8 factors
The vendor owns the records it sells
- medium or high evidence Apollo.iomedium or high evidence Cognismlow evidence HubSpot
- medium or high evidence 11xlow evidence Salesforce
- No one
An agent that runs the play itself
- medium or high evidence 11xmedium or high evidence Salesforcelow evidence HubSpot
- low evidence Apollo.iomedium or high evidence Cognism
- No one
It’s the system of record, not a side tool
- medium or high evidence HubSpotmedium or high evidence Salesforcelow evidence Apollo.io
- medium or high evidence 11xlow evidence Cognism
- No one
Buying signals from what people do in public
- medium or high evidence 11x
- No one
- low evidence Apollo.iolow evidence Cognismlow evidence HubSpotlow evidence Salesforce
A price you can read without a call
- No one
- medium or high evidence HubSpotmedium or high evidence Salesforce
- medium or high evidence 11xmedium or high evidence Cognismmedium or high evidence Apollo.io
AI agents on the plan they already pay for
- No one
- medium or high evidence HubSpot
- low evidence Cognismmedium or high evidence Salesforcelow evidence 11xlow evidence Apollo.io
Pay for what gets used, not per head
- No one
- No one
- medium or high evidence Apollo.iomedium or high evidence HubSpotmedium or high evidence Salesforcelow evidence 11xmedium or high evidence Cognism
Many data vendors stacked behind one field
- No one
- No one
- low evidence Salesforcemedium or high evidence Cognismlow evidence HubSpotmedium or high evidence 11xmedium or high evidence Apollo.io
5 established players, with every candidate move
Clay’s 12K-install CRM target now enriches records itself
- Beats Clay on “It’s the CRM” and “Owns the data”; trails on “Usage, not seats” and “Vendors stacked”.
- Not stated
- Clay’s 12K-install CRM target now enriches records itself
- Not disclosed
- 2026-10-05
- changelog
- Docs state enrichment runs on Starter, Professional and Enterprise, and “Data enrichment does not consume HubSpot Credits.”
- 2024-09-18
- launch
- “Breeze Intelligence includes data enrichment via more than 200 million buyers and company profiles and contacts in HubSpot Smart CRM.”
- Seat fees for reps who only read the finished list. HubSpot meters enrichment by credit from $42 per month.
- Headline provider counts matter less once records enrich themselves inside the CRM. HubSpot shipped Breeze Intelligence enrichment on 2024-09-18.
- Chasing every GTM department thins focus. HubSpot fields 8,882 full-time employees to cover that surface, and Clay can’t out-staff it.
- Show why each account qualified, not just a filled field. Reps at Intercom won’t work a list without that reason.
- A price the buyer reads without a call. HubSpot publishes a $42-per-month entry price for Breeze Intelligence credits.
- Charge only for enrichment that lands a usable field, refunding credits when every provider comes back empty. Nobody in this footprint prices that way.
The CRM Clay pushes into now ships its own prospecting agent
- Beats Clay on “It’s the CRM” and “Runs itself”; trails on “Vendors stacked” and “Usage, not seats”.
- The CRM Clay pushes into now ships its own prospecting agent.
- Not disclosed
- Not disclosed
- 2026-09-11
- launch
- Hunter ships: it “helps business-to-business salespeople find leads and craft outreach emails”, with most new features generally available
- 2024-12-04
- launch
- Agentforce “went into production in the last week of Q3” and was “off to a flying start according to Benioff, with 200 deals”
- Eliminate roadmap talk from the pitch — Salesforce says “The rest will launch by year’s end,” and buyers can’t run a play on a date.
- Reduce agent branding — Salesforce’s page title reads “Best Sales Prospecting AI Agent,” so the word agent no longer sorts one tool from another.
- Reduce spend on prospecting features the CRM now bundles — Salesforce ships a prospecting agent of its own inside Sales Cloud.
- Raise a price you can read without a call — this run’s fetch of Salesforce’s pricing page turns up no quotable number.
- Raise what works without Sales Cloud — Salesforce files its prospecting agent under Sales Cloud, so the agent lives inside the CRM.
- Create a record where every field shows which provider said it and when, so a rep can challenge the data mid-call.
- Create pricing that charges only for records a rep actually works, not seats or credits bought up front.
Sells named digital coworkers you “hire,” not data you query
- Beats Clay on “Runs itself” and “Public signals”; trails on “Price, no call” and “Usage, not seats”.
- Sells named digital coworkers you “hire,” not data you query.
- Not disclosed
- 2025-05-05
- leadership
- Founder Hasan Sukkar is CEO
- CTO Prabhav Jain is CEO; Sukkar becomes “non-executive chairman”
- 2024-11-12
- funding
- $24M Series A led by Benchmark
- $50M Series B led by Andreessen Horowitz, $74M total raised
- Drop the headcount-replacement pitch. 11x promises to “Scale pipeline faster than you can hire”; Clay’s buyers keep reps and want them selling.
- Cut demo-gated access. 11x runs no pricing page and no self-serve signup, so an ops buyer can’t try anything before a call.
- Reduce the provider-count headline. 11x courts the same RevOps buyer by naming one outcome, pipeline, not a tally of data vendors to wire up.
- Reduce build-it-yourself setup. 11x offers a 20-minute demo that configures Julian on the buyer’s own scenarios; Clay’s spreadsheet asks ops to assemble plays.
- Raise price legibility. 11x publishes no price and no pricing page, so a number the buyer reads without a call becomes the differentiator.
- Raise vendor continuity. 11x named a new CEO in May 2025 when its founder stepped down; buyers staking a channel want stability proof.
- Raise why-it-qualified evidence. 11x’s homepage sells outcomes — “Digital Workers, Human Results” — and never shows the reason a contact got picked.
- Pay per booked meeting, not per seat or credit — nobody in this footprint prices on the outcome they advertise.
- A record where the agent’s research, its source, and its date ride along with every send, so the rep can inspect it.
Owns the database it sells
- Beats Clay on “Owns the data” and “It’s the CRM”; trails on “Usage, not seats” and “Price, no call”.
- Owns the database it sells: 240M contacts in one platform
- 2026-03-19
- launch
- Acquired Pocus, “an enterprise-grade revenue intelligence platform”, toward an “AI-native GTM operating system”
- 2023-08-29
- funding
- $100M Series D at a $1.6B valuation; total funding approximately $250M
- Gated first runs look optional: Apollo’s pricing page keeps a Starter plan “free forever,” so buyers start without paying.
- Provider breadth may be over-invested. Apollo bundles its own contact database and sells itself as the single go-to-market “foundation,” not a stack to assemble.
- Headcount-heavy service may be over-built for ops buyers. Apollo runs a team of 800 behind one owned database.
- Readable paid pricing is a gap: Apollo’s fetched pricing page lists a free Starter tier and no paid dollar amount.
- Qualification reasoning is open ground: Apollo’s fetched pages sell database access, while Intercom’s reps won’t work a list without the why.
- Nobody prices data by rows that proved true. A per-verified-row charge, refunding stale records, would let ops buy accuracy instead of credits.
Quote-only pricing
- Beats Clay on “Owns the data”; trails on “Price, no call” and “Vendors stacked”.
- Quote-only pricing; every plan bundles 5 seats, no amount published
- 2026-09-29
- changelog
- “MCP & API access” listed on both Standard and Pro, marked “New”
- 2025-09-09
- leadership
- Pete Daffern, Interim CEO
- Dominic Allon as CEO and Chris Evans as CRO
- 2022-01-13
- funding
- “$87.5m (£64m)” Series C led by Viking Global Investors
- Seat minimums. Cognism bundles ‘5 seats included’ on both prospecting tiers, so small ops teams pay for chairs nobody fills.
- Sales-gated pricing. Cognism routes both prospecting tiers to ‘Talk to sales’ and publishes no amount, so buyers can’t size spend alone.
- Published coverage proof. Cognism sells ‘verified, compliance-first data’ with no hit rate on the page; buyers want numbers they can check pre-purchase.
- A per-record receipt: where each phone number came from, which provider, what consent basis — so compliance review doesn’t stall the list.