Social proof software: AI search visibility ranking (2026)
How AI search engines rank social proof software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Social proof tools used to display recent activity, reviews, counters, testimonials, and trust signals that lift conversion on websites and landing pages. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 11, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
ProveSource leads the social proof software category with a composite score of 47.5, built on 25% visibility and a perfect 100% citation rate. Fomo sits second at 40.0 composite, matching ProveSource on visibility but trailing on citation at 75%. TrustPulse rounds out the top three at 25.0 composite despite also holding 25% visibility, because its citation rate drops to just 25%. The gap between ProveSource and third place is substantial, and it is driven almost entirely by citation consistency rather than raw appearance frequency.
Shapo presents the clearest divergence between visibility and citation in this dataset. It holds 0% visibility yet carries a 75% citation rate, placing it fifth overall with a composite of 22.5. Senja shows the inverse pattern at rank four, with 12.5% visibility but only 50% citation. This means AI responses name Shapo frequently when it does appear in source material, but the model does not surface Shapo unprompted. Brands like TrustPulse are seen often but trusted less, while Shapo is trusted more than it is seen.
Every brand in the top ten records Google AI Mode as its primary engine, with no alternative engine appearing anywhere in the dataset. The top cited sources listed in the audit include provesrc.com, fomo.com, shapo.io, wisernotify.com, senja.io, flockler.com, seedprod.com, and storyprompt.com. The presence of seedprod.com and storyprompt.com in cited sources, despite neither appearing as ranked brands, suggests Google AI Mode is anchoring on third-party review and tutorial content hosted outside the primary vendor domains when generating social proof software responses.
Movers & shakers since last refresh
Biggest visibility risers
-
Fomo 0% → 25% · rank #9 → #2+25pp
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TrustPulse 0% → 25% · rank #6 → #3+25pp
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ProveSource 12% → 25% · rank #4 → #1+12pp
Biggest visibility fallers
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WiserNotify 38% → 12% · rank #2 → #6-25pp
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Wisernotify 38% → 12% · rank #2 → #7-25pp
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Shapo 12% → 0% · rank #3 → #5-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
provesrc.com
|
25% | 100% | Google AI Mode |
ProveSource leads all brands with a 100% citation rate and 25% visibility, giving it a composite score of 47.5, more than 7 points clear of second-place Fomo. |
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| 2 |
fomo.com
|
25% | 75% | Google AI Mode |
Fomo jumped from rank 9 to rank 2 this period, gaining 25 visibility points and 50 citation points, making it the single biggest riser in the category. |
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| 3 |
trustpulse.com
|
25% | 25% | Google AI Mode |
TrustPulse matches ProveSource and Fomo on visibility at 25%, but its 25% citation rate is the lowest among the top three, dragging its composite down to 25.0. |
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| 4 |
senja.io
|
12% | 50% | Google AI Mode |
Senja's 12.5% visibility sits below the three leaders, yet its 50% citation rate exceeds TrustPulse's, producing a composite of 23.8 and a narrow gap from third place. |
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| 5 |
shapo.io
|
0% | 75% | Google AI Mode |
Shapo records 0% visibility but a 75% citation rate, the second highest in the category, indicating AI cites it heavily from third-party sources rather than direct model recall. |
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| 6 |
wisernotify.com
|
12% | 38% | Google AI Mode |
| 7 |
wisernotify.com
|
12% | 38% | Google AI Mode |
| 8 |
testimonial.to
|
12% | 12% | Google AI Mode |
| 9 |
embedsocial.com
|
0% | 25% | Google AI Mode |
| 10 |
useproof.com
|
0% | 12% | Google AI Mode |
| 11 |
notificationx.com
|
0% | 12% | Google AI Mode |
| 12 |
nudgify.com
|
0% | 12% | Google AI Mode |
| 13 |
evidence.io
|
0% | 0% | Google AI Mode |
| 14 |
repuso.com
|
0% | 0% | Google AI Mode |
| 15 |
boast.io
|
0% | 0% | Google AI Mode |
| 16 |
socialjuice.io
|
0% | 0% | Google AI Mode |
| 17 |
endorsal.io
|
0% | 0% | Google AI Mode |
| 18 |
reviewflowz.com
|
0% | 0% | Google AI Mode |
| 19 |
videopeel.com
|
0% | 0% | Google AI Mode |
| 20 |
taggstar.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on social proof software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own social proof software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about social proof software AI visibility
Who leads AI visibility in social proof software?
ProveSource leads with a composite score of 47.5, combining 25% visibility and a 100% citation rate. No other brand in the category achieves a perfect citation rate.
Which social proof software brand has the biggest gap between visibility and citation?
Shapo has 0% visibility but a 75% citation rate, the largest divergence in the dataset. This means AI cites it frequently in sourced responses but does not mention it unprompted.
What sources does AI cite most for social proof software research?
The top cited sources include provesrc.com, fomo.com, shapo.io, wisernotify.com, senja.io, flockler.com, seedprod.com, and storyprompt.com, with the latter two being non-vendor third-party domains.
Which brands are rising fastest in AI visibility for social proof software?
Fomo is the biggest riser, moving from rank 9 to rank 2 with a 25-point visibility gain and a 50-point citation gain in the current period. TrustPulse and ProveSource also rose three ranks each.
Which engine dominates AI visibility in the social proof software category?
Google AI Mode is listed as the top engine for every brand in the top ten, with no other engine appearing anywhere in the dataset.
How does the average brand in social proof software perform on AI visibility?
The category average visibility is 6.2% and average citation is 23.8%, meaning the top three brands at 25% visibility each sit well above the typical brand in this space.