AI Visibility Rankings · SaaS

Product-led sales software: AI search visibility ranking (2026)

How AI search engines rank product-led sales 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. Product-led sales software used to identify expansion signals, surface accounts, route qualified users, and connect product usage to revenue workflows. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Refreshed Jul 01, 2026

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about product-led sales software, Mixpanel comes up most often, appearing in 37.5% of relevant AI responses across the engines we tracked. Pocus and Amplitude round out the top three, with Pocus earning particular recognition as a purpose-built PLS platform and Amplitude following closely as a product analytics heavyweight.

The rankings reflect which sources AI engines trust most when forming answers. The top cited domains include productled.com, userguiding.com, jimo.ai, cometly.com, and cpoclub.com. These are mostly niche editorial and community sites focused on product-led growth, not broad software review aggregators like G2 or Capterra. That means AI visibility in this category is driven more by thought-leadership content and topical authority than by review volume.

For a buyer using this list, the most concrete thing to check is whether a brand has recent third-party coverage on exactly these kinds of specialist sites, not just general SaaS directories. A tool that appears frequently in PLS-specific editorial content is more likely to stay visible in AI recommendations over time. That topical authority also tends to signal genuine adoption among product-led teams, which is worth weighing alongside feature comparisons.

At a glance

Category leader Mixpanel 38% visibility · named in 3 of 8 AI answers

Most cited brand Amplitude 38% citation rate · the AI's most-trusted source brand in product-led sales software

Top cited domain productled.com Referenced by AI across the product-led sales software query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 15 brands at 0% (invisible to the AI)

What we observed in this categoryauto-generated

Mixpanel leads the product-led sales software category with a visibility score of 37.5%, more than double Pocus at 25% and triple Amplitude at 12.5%. The category average sits at just 5%, meaning Mixpanel is running at 7.5 times the average, a gap that concentrates AI surface area heavily in one brand. This is reinforced by Mixpanel's rank jump from position 6 to position 1 this period, driven by a 25 percentage point visibility increase.

The visibility-to-citation relationship is notably inverted for Mixpanel and Amplitude. Mixpanel holds the highest visibility at 37.5% but a 0% citation rate, while Amplitude sits at 12.5% visibility with a 37.5% citation rate, the highest in the category. Pocus occupies a middle position with 25% visibility and 12.5% citation rate. Chameleon presents the most extreme divergence, appearing at 0% visibility but earning a 12.5% citation rate, suggesting it is referenced as a source without being named as a recommended brand.

Every brand in this audit lists Google AI Mode as its top engine, indicating the entire category's AI visibility is anchored within a single engine surface. The most-cited third-party sources include productled.com, userguiding.com, and amplitude.com, meaning Amplitude earns citations both as a brand and as a direct content source. YouTube also appears in the top cited sources list, suggesting AI Mode is pulling video or structured content into product-led sales category responses.

Movers & shakers since last refresh

Biggest visibility risers

Mixpanel 12% → 38% · rank #6 → #1
+25pp
Pocus 12% → 25% · rank #2 → #2
+12pp

Biggest visibility fallers

Calixa 25% → 12% · rank #1 → #4
-12pp
Pendo 12% → 0% · rank #4 → #7
-12pp
Common Room 12% → 0% · rank #7 → #14
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Mixpanel mixpanel.com	38%	0%	Google AI Mode
Mixpanel leads at 37.5% visibility, 7.5 times the 5% category average, but holds a 0% citation rate despite jumping five rank positions this period.
2	Pocus pocus.com	25%	12%	Google AI Mode
Pocus holds steady at rank 2 with 25% visibility and a 12.5% citation rate, making it the only top-two brand with both visibility and citation presence.
3	Amplitude amplitude.com	12%	38%	Google AI Mode
Amplitude achieves the highest citation rate in the category at 37.5% despite only 12.5% visibility, and also appears directly as a cited source domain.
4	Calixa calixa.io	12%	0%	Google AI Mode
Calixa fell from rank 1 to rank 4 with visibility dropping 12.5 points to 12.5%, and retains a 0% citation rate, signalling a significant loss of AI presence.
5	Endgame endgame.io	12%	0%	Google AI Mode
Endgame sits at 12.5% visibility and 0% citation rate, matching Calixa's numbers exactly and offering no differentiation in AI coverage at this rank.
6	Chameleon chameleon.io	0%	12%	Google AI Mode
7	Pendo pendo.io	0%	0%	Google AI Mode
8	MadKudu madkudu.com	0%	0%	Google AI Mode
9	Hockeystack hockeystack.com	0%	0%	Google AI Mode
10	Breadcrumbs breadcrumbs.io	0%	0%	Google AI Mode
11	Factors.ai factors.ai	0%	0%	Google AI Mode
12	Userflow userflow.com	0%	0%	Google AI Mode
13	Clay clay.com	0%	0%	Google AI Mode
14	Common Room commonroom.io	0%	0%	Google AI Mode
15	Correlated correlated.io	0%	0%	Google AI Mode
16	Openprise RevOps Performance Platform openprisetech.com	0%	0%	Google AI Mode
17	Heap heap.io	0%	0%	Google AI Mode
18	Gainsight gainsight.com	0%	0%	Google AI Mode
19	Customer.io customer.io	0%	0%	Google AI Mode
20	Apollo.io apollo.io	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on product-led sales 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.

productled.comuserguiding.comjimo.aicometly.comcpoclub.comamplitude.comproductschool.comyoutube.com

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 product-led sales 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.

Audit your product-led sales software brand → Browse all rankings Methodology →

Frequently asked about product-led sales software AI visibility

Who leads AI visibility in product-led sales software?

Mixpanel leads with 37.5% visibility, up from 12.5% last period after jumping from rank 6 to rank 1. The next closest brand, Pocus, sits at 25%.

Which brand is most cited by AI in the product-led sales software category?

Amplitude holds the highest citation rate at 37.5%, despite only 12.5% visibility, and its own domain appears in the list of top cited third-party sources.

What sources does Google AI Mode cite most for product-led sales research?

The top cited sources include productled.com, userguiding.com, jimo.ai, amplitude.com, and youtube.com, with no single vendor domain dominating the source list.

Are there brands with citation presence but no visibility in this category?

Yes, Chameleon has a 12.5% citation rate but 0% visibility, meaning AI references it as a source but does not surface it as a named brand recommendation.

Which brands have lost the most AI visibility recently?

Calixa dropped from rank 1 to rank 4 with a 12.5 point visibility fall, Pendo fell from rank 4 to rank 7 losing all visibility and citation, and Common Room dropped seven positions to rank 14.

How concentrated is AI visibility across this category?

Visibility is highly concentrated: the category average is 5%, and six of the ten brands audited show 0% visibility, with only three brands above the average.