Session replay software: AI search visibility ranking (2026)
How AI search engines rank session replay 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. Session replay software used to capture user journeys, troubleshoot UX issues, surface friction points, and pair qualitative behavior insights with product and website analytics. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers inquire about Session replay software, AI engines frequently highlight Inspectlet as the leading brand. With a citation percentage of 75.0, Inspectlet is often recommended alongside other top names like Mouseflow and Quantum Metric. These brands are recognized for their robust functionality and user-friendliness, making them popular choices among evaluators.
The rankings are derived from sources commonly referenced by AI engines. Websites like cpoclub.com and scopicstudios.com, which often feature aggregated reviews and expert assessments, play a significant role in shaping these standings. The reliance on these sites suggests that brands frequently mentioned on aggregator platforms enjoy increased visibility and credibility.
For buyers assessing this list, it's critical to consider how recent the reviews are and whether there is third-party validation for a brand's features. AI engines prioritize timely and authoritative content, so focusing on brands with current reviews and strong topical authority in the Session replay field will help make an informed decision.
At a glance
What we observed in this category
Inspectlet leads the session replay software category with a composite score of 22.5, despite recording zero visibility. Its rank is driven entirely by a 75% citation rate, the highest in the category. Mouseflow sits second with a composite of 20.0, and is the period's biggest riser, jumping from rank 8 to rank 2 with both visibility and citation climbing by 12.5 points. The gap between first and fifth place (22.5 vs 16.2) suggests the top tier is meaningfully separated from the rest of the 20-brand field.
A clear divergence exists between visibility and citation across the top five. Inspectlet and Quantum Metric both show 0% visibility yet hold citation rates of 75% and 62.5% respectively, meaning Google AI Mode references them without surfacing them in named overviews. Microsoft Clarity shows the opposite pattern: 25% visibility but 0% citation, making it the most prominently named brand that AI does not actively recommend or link. This split suggests AI Mode distinguishes between brands it mentions and sources it trusts.
Google AI Mode is the top engine for every brand in the dataset, indicating the category's AI visibility landscape is effectively a single-engine contest at this stage. The top cited sources include third-party domains such as cpoclub.com, scopicstudios.com, rollbar.com, and statsig.com alongside brand-owned domains like quantummetric.com and inspectlet.com. The presence of multiple non-brand review and developer-content sites in the citation list suggests AI is anchoring its session replay answers on comparison and technical content rather than vendor homepages alone.
Movers & shakers since last refresh
Biggest visibility risers
-
Mouseflow 0% → 12% · rank #8 → #2+12pp
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Microsoft Clarity 12% → 25% · rank #6 → #4+12pp
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Smartlook 0% → 12% · rank #10 → #8+12pp
Biggest visibility fallers
-
Quantum Metric 12% → 0% · rank #1 → #3-12pp
-
Fullstory 25% → 12% · rank #3 → #5-12pp
-
LogRocket 12% → 0% · rank #5 → #13-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
inspectlet.com
|
0% | 75% | Google AI Mode |
Inspectlet holds the top composite score of 22.5 through a 75% citation rate alone, with zero visibility, placing it 56.9 points above the category citation average of 18.1%. |
||||
| 2 |
mouseflow.com
|
12% | 38% | Google AI Mode |
Mouseflow is the category's biggest riser, moving from rank 8 to rank 2 with visibility climbing from 0% to 12.5% and citation rising from 25% to 37.5% in the current period. |
||||
| 3 |
quantummetric.com
|
0% | 62% | Google AI Mode |
Quantum Metric fell from rank 1 to rank 3 after losing 12.5 points of both visibility and citation, yet its 62.5% citation rate still far exceeds the 18.1% category average. |
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| 4 |
clarity.microsoft.com
|
25% | 0% | Google AI Mode |
Microsoft Clarity has the highest visibility of any brand at 25%, more than double the next visibility leaders, but records 0% citation, showing AI names it without sourcing it. |
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| 5 |
fullstory.com
|
12% | 25% | Google AI Mode |
Fullstory dropped from rank 3 to rank 5 after visibility fell from 25% to 12.5%, though its 25% citation rate still holds above the 18.1% category average. |
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| 6 |
amplitude.com
|
0% | 38% | Google AI Mode |
| 7 |
pendo.io
|
0% | 38% | Google AI Mode |
| 8 |
smartlook.com
|
12% | 0% | Google AI Mode |
| 9 |
openreplay.com
|
12% | 0% | Google AI Mode |
| 10 |
hotjar.com
|
12% | 0% | Google AI Mode |
| 11 |
uxcam.com
|
0% | 25% | Google AI Mode |
| 12 |
glassbox.com
|
0% | 25% | Google AI Mode |
| 13 |
logrocket.com
|
0% | 12% | Google AI Mode |
| 14 |
contentsquare.com
|
0% | 12% | Google AI Mode |
| 15 |
heap.io
|
0% | 12% | Google AI Mode |
| 16 |
dynatrace.com
|
0% | 0% | Google AI Mode |
| 17 |
datadoghq.com
|
0% | 0% | Google AI Mode |
| 18 |
luckyorange.com
|
0% | 0% | Google AI Mode |
| 19 |
raygun.com
|
0% | 0% | Google AI Mode |
| 20 |
medallia.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on session replay 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. More on visibility →
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. More on citation rate →
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. How AI engines pick sources →
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. How AI search ranking works →
Get your own session replay 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 session replay software AI visibility
Who leads AI visibility in session replay software?
Inspectlet leads with a composite score of 22.5, driven by a 75% citation rate. Mouseflow ranks second with a composite of 20.0 after the largest rank gain in the current period.
Which session replay brand has the highest raw visibility in Google AI Mode?
Microsoft Clarity has the highest visibility at 25%, nearly double that of its closest peers. However, it records 0% citation, meaning AI surfaces it by name but does not cite its domain as a source.
What sources does Google AI Mode cite most for session replay software research?
The top cited sources include third-party sites such as cpoclub.com, scopicstudios.com, rollbar.com, and statsig.com, alongside brand-owned domains quantummetric.com and inspectlet.com.
Is there a meaningful difference between AI citation and AI visibility in this category?
Yes. Inspectlet and Quantum Metric both have 0% visibility yet citation rates of 75% and 62.5% respectively, while Microsoft Clarity has 25% visibility and 0% citation, confirming the two metrics measure distinct AI behaviours.
Which brands gained the most AI visibility in the latest period?
Mouseflow, Microsoft Clarity, and Smartlook each gained 12.5 visibility points. Mouseflow's gain was the most significant because it also gained 12.5 citation points and rose six positions in the rankings.
Which engine dominates AI visibility for session replay software?
Google AI Mode is listed as the top engine for all 10 ranked brands in the dataset, making it the sole engine driving measurable AI visibility in this category at present.