# Clay vs Prospeo

Updated 2026-10-14. Compared from independent Reddit comments only. Methodology: https://gtmranked.com/methodology/

**Is Clay or Prospeo better?** Independent users prefer Clay (25/100 from 19 rated comments) over Prospeo (12/100 from 9 rated comments). Clay is best for RevOps or GTM engineers who will build and maintain custom enrichment workflows; Prospeo is best for Teams that will test it as one source alongside other finders. Neither scores well: both are below 40/100, so read the complaints below.

**Is Clay or Prospeo cheaper?** Clay: Free plan with 100 data credits and 500 actions a month (tables capped at 200 rows, no phone enrichment). Launch from $167/mo billed annually ($185 monthly) with 2,500 data credits and 15,000 actions a month; Growth from $446/mo billed annually ($495 monthly) with 6,000 data credits and 40,000 actions; Enterprise is custom with an annual commitment. Data credits start at $0.05 each; bring-your-own API key runs use actions only. 14-day trial. Prospeo: Free plan with 100 credits a month. Paid plans are per user: Starter $49/mo monthly or $37/mo billed yearly (2,000 credits/mo), Growth $99 or $74 (5,000 credits/mo), Pro $249 or $187 (15,000 credits/mo). Yearly billing saves 25% and delivers credits upfront; larger credit volumes go through sales. Prices are from each vendor's pricing page and change often.

| | Clay | Prospeo |
|---|---|---|
| Score | 25/100 | 12/100 |
| Rank in category | #4 | #8 |
| Rated comments | 19 | 9 |
| Best for | RevOps or GTM engineers who will build and maintain custom enrichment workflows; Waterfall enrichment across several data providers; Targeted, lower-volume lists where data quality matters more than cost per row | Teams that will test it as one source alongside other finders |
| Starting price | $167/mo | $37/user/mo |

## #4 Clay

Clay is a GTM data platform where teams build spreadsheet-style workflows that pull from 150+ marketplace data vendors and AI models, with waterfall enrichment, an AI research agent (Claygent) and support for bringing their own provider API keys. Website: clay.com. Category: [B2B Data & Enrichment](https://gtmranked.com/best/b2b-data-enrichment/). Score 25/100 (4 positive, 9 mixed, 6 negative of 19 independent comments).

**Verdict:** Independent users largely agree Clay is the most flexible way to run waterfall enrichment and custom research workflows, because it can query many providers and route the results into a CRM. The trade-off is cost and effort: credits burn quickly, the 2026 move to billing every workflow action makes bills hard to predict, and teams say it takes a skilled builder or a dedicated person to get value from it. More than half of the Reddit mentions are promotional, including a cluster of about a dozen r/coldemail comments from May and June 2026 that all pair Prospeo with Clay in the same talking points, plus many replies plugging Clay alternatives such as Bitscale, Floqer, Airscale and pipe0; this review rests on about 20 independent opinions.

**What users like:**
- Waterfall enrichment across many providers: users say it pulls from more sources than single databases like Apollo and fills gaps they would otherwise miss [1](https://www.reddit.com/r/gtmengineering/comments/1tq8qx0/_/oofddcu/) [2](https://www.reddit.com/r/gtmengineering/comments/1wjqc2o/_/pal6uc2/) [3](https://www.reddit.com/r/LeadGeneration/comments/1mdxjgw/_/n672rsu/) [4](https://www.reddit.com/r/coldemail/comments/1thxncv/_/omqk1i5/) [5](https://www.reddit.com/r/revops/comments/1kxjivf/_/muq91wa/)
- Flexible enough for custom work once someone learns it: AI account research, hiring signals, CRM imports and middleware between other tools [1](https://www.reddit.com/r/gtmengineering/comments/1wjqc2o/_/patju4d/) [2](https://www.reddit.com/r/gtmengineering/comments/1oh40y6/_/ord8mgg/) [3](https://www.reddit.com/r/revops/comments/1kxjivf/_/mupq1eh/) [4](https://www.reddit.com/r/gtmengineering/comments/1oh40y6/_/nllke8n/) [5](https://www.reddit.com/r/revops/comments/1qv0787/_/o3gohux/)
- Costs become manageable for teams that filter lists with cheap signals before enriching, or bring their own provider API keys instead of paying Clay's data markup [1](https://www.reddit.com/r/gtmengineering/comments/1q592xw/_/nxzsp69/) [2](https://www.reddit.com/r/techsales/comments/1sahaaq/_/odvu8wa/) [3](https://www.reddit.com/r/gtmengineering/comments/1oh40y6/_/nllke8n/)

**What users complain about:**
- Expensive: credits burn quickly because it can do so much, and one team cites a $26k quote for what it considered entry-level work [1](https://www.reddit.com/r/revops/comments/1qv0787/_/o3gohux/) [2](https://www.reddit.com/r/revops/comments/1kxjivf/_/muq91wa/) [3](https://www.reddit.com/r/LeadGeneration/comments/1mdxjgw/_/n672rsu/) [4](https://www.reddit.com/r/LeadGeneration/comments/1mdxjgw/_/n6adkqg/) [5](https://www.reddit.com/r/n8n/comments/1t4pk5e/_/ok5b5um/)
- The 2026 pricing change bills every workflow step, HTTP call and CRM push as an action, which users say makes costs hard to predict at agency scale [1](https://www.reddit.com/r/techsales/comments/1sahaaq/_/odvu8wa/) [2](https://www.reddit.com/r/gtmengineering/comments/1tq8qx0/_/oofi2hb/)
- Steep learning curve: every use case has to be built by hand, and some teams say they would need to hire someone just to run it [1](https://www.reddit.com/r/revops/comments/1kxjivf/_/mupq1eh/) [2](https://www.reddit.com/r/revops/comments/1kxjivf/_/murj1my/) [3](https://www.reddit.com/r/gtmengineering/comments/1oh40y6/_/ord8mgg/) [4](https://www.reddit.com/r/LeadGeneration/comments/1mdxjgw/_/n6adkqg/)
- Economics weaken at high volume: users who run it as a bulk data provider find it expensive and suggest reserving it for a filtered or top-priority slice of the list [1](https://www.reddit.com/r/coldemail/comments/1thxncv/_/omqk1i5/) [2](https://www.reddit.com/r/gtmengineering/comments/1q592xw/_/nxzsp69/)
- Some find it clunky and slow; one trial user could not connect it to HubSpot, which Clay acknowledged as a known issue at the time [1](https://www.reddit.com/r/coldemail/comments/1tdn1ce/_/oly4xat/) [2](https://www.reddit.com/r/sales/comments/1g1guqj/_/lrh3k02/)

**Best for:** RevOps or GTM engineers who will build and maintain custom enrichment workflows; Waterfall enrichment across several data providers; Targeted, lower-volume lists where data quality matters more than cost per row.
**Skip it if:** Teams that just want a contact database with no setup; High-volume bulk enrichment on a tight budget; Agencies that need predictable per-client costs.
**Pricing (vendor-stated, checked 2026-10-14):** Free plan with 100 data credits and 500 actions a month (tables capped at 200 rows, no phone enrichment). Launch from $167/mo billed annually ($185 monthly) with 2,500 data credits and 15,000 actions a month; Growth from $446/mo billed annually ($495 monthly) with 6,000 data credits and 40,000 actions; Enterprise is custom with an annual commitment. Data credits start at $0.05 each; bring-your-own API key runs use actions only. 14-day trial.

Full review: https://gtmranked.com/tools/clay/

## #8 Prospeo

Prospeo is a B2B contact and company data platform that provides verified emails, phone numbers and firmographic search through a web app, Chrome extension and API. Website: prospeo.io. Category: [B2B Data & Enrichment](https://gtmranked.com/best/b2b-data-enrichment/). Score 12/100 (3 positive, 0 mixed, 6 negative of 9 independent comments).

**Verdict:** Most of the Prospeo discussion on Reddit is promotional: a large cluster of 'switched from ZoomInfo/Apollo/Lusha and bounces dropped' stories repeats the same talking points (connect rates, weekly refresh, pay only for verified), includes word-for-word duplicate comments from different accounts, and several users openly accuse the company of posting from fake accounts. Set that aside and independent evidence is thin and split: a few users rate it well as one source in a multi-tool stack, while others report a refund dispute or say it did not solve their data problem.

**What users like:**
- Holds up in multi-source stacks: one team uses it as its main email and mobile source, another gets better verified-email results stacking it with a bounce check [1](https://www.reddit.com/r/SaaS/comments/1r1r54w/_/o5mtycf/) [2](https://www.reddit.com/r/SaaS/comments/1se4hzt/_/of5pvtj/)

**What users complain about:**
- One user says a changed login method locked them out, the cancellation was not processed in time, and support refused a refund [1](https://www.reddit.com/r/CRM/comments/1hsn017/_/n4hvun3/)
- Several users accuse Prospeo of promoting itself on Reddit through fake or planted accounts, which makes much of the public praise hard to trust [1](https://www.reddit.com/r/MarketingAutomation/comments/1tx9x3w/_/oqbiujg/) [2](https://www.reddit.com/r/CRM/comments/1t9ib22/_/om3nn0w/) [3](https://www.reddit.com/r/CRM/comments/1t9ib22/_/oljcgnf/)

**Best for:** Teams that will test it as one source alongside other finders.
**Skip it if:** Buyers who want to rely on Reddit testimonials to judge accuracy.
**Pricing (vendor-stated, checked 2026-10-14):** Free plan with 100 credits a month. Paid plans are per user: Starter $49/mo monthly or $37/mo billed yearly (2,000 credits/mo), Growth $99 or $74 (5,000 credits/mo), Pro $249 or $187 (15,000 credits/mo). Yearly billing saves 25% and delivers credits upfront; larger credit volumes go through sales.

Full review: https://gtmranked.com/tools/prospeo/