Head-to-head · B2B data

Enrich.so vs Fiber AI

Enrich.so wins 13 of 25 decided metrics across 3 shared suites; the loser still leads where its column is highlighted. Same frozen test sets, same run; the better value in each row is highlighted.

Enrich.so

Credit-based enrichment API for work emails, phone numbers and reverse email lookup to a professional profile, with a lead finder and an MCP server.

No public reviews

Access: MCP · API · CSV · Batch · Webhooks

Fiber AI live

B2B search and enrichment API with waterfall contact reveal, job-posting search and live LinkedIn profile and company fetch, over REST, official SDKs and MCP.

No public reviews

Access: MCP · API · Dataset · CSV · Batch · Webhooks

Email Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · #11 of 29	Fiber AI · #16 of 29
Match rate	68.3%	77.6%
Valid email rate	75.6%	63.2%
Latency p50	3,302ms	17,360ms
Cost / valid email	$0.0040	$0.057
Invalid rate	0.0%	2.6%
Catch-all share	24.4%	31.6%
Business email	100.0%	100.0%
Right-person rate	95.1%	97.4%
Decoy hit rate	20.0%	0.0%
Catch-all detection	100.0%	-
Confidence-score quality	+62.5 pts	-
Geographic coverage	10	8

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · #17 of 24	Fiber AI · #18 of 24
Match rate	46.9%	46.9%
Valid / reachable rate	82.6%	78.3%
Latency p50	1,277ms	4,967ms
Cost / mobile number	$0.190	$0.069
Right-person rate	89.5%	73.7%
Mobile coverage	36.7%	36.7%
Disconnected rate	0.0%	0.0%
Low-activity share	17.4%	21.7%
Landline / mobile classification	-	100.0%
Country accuracy	91.3%	91.3%
Geographic coverage	5	5

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · #18 of 24	Fiber AI · #10 of 24
Profile match rate	13.3%	95.9%
Identity accuracy	100.0%	97.9%
Latency p50	3,326ms	1,136ms
Price / matched profile	$0.0060	$0.036
Current employer accuracy	50.0%	89.4%
Move detection	-	94.2%
Decoy hit rate	0.0%	0.0%
Job title accuracy	50.0%	78.7%
Seniority label accuracy	-	20.5%
Location accuracy	75.0%	95.7%
Work history completeness	1.0	7.8
Education completeness	50.0%	100.0%
Skills present	62.5%	57.4%
Social / profile URLs	100.0%	100.0%
Coverage by geo / function / seniority	0.0%	83.3%

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · not in suite	Fiber AI · #7 of 23
Domain-to-company match rate	-	100.0%
Company name accuracy	-	95.0%
Latency p50	-	1,131ms
Price / matched company	-	$0.036
Industry accuracy	-	77.0%
Employee count ±20%	-	27.0%
HQ / location accuracy	-	85.0%
Description present	-	97.0%
Founding year accuracy	-	69.0%
Domains / social profiles	-	100.0%
Coverage by country / size	-	100.0%

Live Profile Datacore + suite-specific metrics

updated 2026-09-26

Metric	Enrich.so · not in suite	Fiber AI · #3 of 5
Current-job accuracy	-	93.1%
Fetch success	-	98.0%
Latency p50	-	5,381ms
Cost / profile	-	$0.037
Move detection	-	94.2%
Still at previous employer	-	4.8%
Control accuracy	-	91.8%
Work history completeness	-	8.6
Education completeness	-	99.0%

Technographic Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · not in suite	Fiber AI · #10 of 10
Coverage	-	83.0%
Detection accuracy	-	18.0%
Latency p50	-	1,131ms
Cost / lookup	-	$0.043
Live stack recall	-	6.6%
Technologies per domain	-	3
Dated results	-	0.0%
Coverage by geo / size	-	65.0%

Questions about Enrich.so vs Fiber AI

Which is better, Enrich.so or Fiber AI?

Enrich.so wins 13 of the 25 metrics decided between them, across 3 benchmarks that measured both. Leaderboard ranks: Email Data: Enrich.so #11 of 29, Fiber AI #16 of 29; Phone Data: Enrich.so #17 of 24, Fiber AI #18 of 24; People Data: Enrich.so #18 of 24, Fiber AI #10 of 24.

Which is cheaper, Enrich.so or Fiber AI?

Measured on the list price of each provider's central self-serve pack, divided by what it actually returned: Email Data, cost per valid email: Enrich.so $0.0040, Fiber AI $0.057; Phone Data, cost per mobile number: Enrich.so $0.190, Fiber AI $0.069; People Data, price per matched profile: Enrich.so $0.0060, Fiber AI $0.036.

How do Enrich.so and Fiber AI compare in user reviews?

Enrich.so has no public reviews on G2, Capterra, TrustRadius or Trustpilot; Fiber AI has no public reviews on G2, Capterra, TrustRadius or Trustpilot. Ratings belong to their platforms and play no part in the benchmark grades.

How can you get data out of Enrich.so and Fiber AI?

Enrich.so offers an MCP server, an API, CSV export, batch endpoints and webhooks; Fiber AI offers an MCP server, an API, dataset delivery, CSV export, batch endpoints and webhooks. Both offer an MCP server, an API, CSV export, batch endpoints and webhooks.