AEO for competitive intelligence software: AI search visibility ranking
How AI search engines rank competitive intelligence software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Competitive intelligence software used to monitor rivals, track market signals, surface strategic updates, and help go-to-market teams respond faster. 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 AI engines respond to inquiries about competitive intelligence software, Crayon emerges as the clear leader, identified in 12.5% of AI-driven enquiries. Alongside Crayon, Klue and Visualping also rank prominently. For buyers, these brands are consistently named as go-to options within the AI answers.
The rankings reflect the sources that AI engines frequently pull from, with reddit.com, unkover.com, and g2.com among the most cited. These aggregator and review sites heavily influence the visibility of brands as they offer a wealth of user-generated content and expert opinions.
For buyers evaluating competitive intelligence software, considering how AI engines are guided by recent reviews and third-party validations is crucial. Brands that demonstrate topical authority and engage with current user feedback are valued more by AI, which should inform your decision-making process.
At a glance
What we observed in this category
Crayon holds the top composite score at 23.8, just ahead of Klue at 21.2, but the gap in how each brand achieves that score is striking. Crayon's citation rate of 50.0% far exceeds the category average of 8.8%, while its visibility of 12.5% sits only at the category average of 2.5% on a relative basis. Klue shows the inverse pattern, with visibility at 25.0% but a citation rate of only 12.5%, suggesting the two leaders are earning AI presence through very different AEO mechanisms.
Visualping and Contify expose the sharpest divergence between being named and being trusted as a source. Visualping has zero visibility yet a 62.5% citation rate, the highest in the category, meaning Google AI Mode pulls from its domain as a reference without surfacing it in direct brand mentions. Contify mirrors this with 0.0% visibility and a 50.0% citation rate. Mention shows the opposite pattern, rising eight ranks to fifth with 12.5% visibility but a 0.0% citation rate, indicating it is named but not anchored as a source.
Google AI Mode is the dominant engine across all 20 brands in this category, listed as the top engine for every ranked brand without exception. The top cited external sources include reddit.com, g2.com, and unkover.com alongside brand-owned domains like visualping.io, contify.com, and crayon.co. This pattern suggests AI responses in this category are anchored heavily on community review platforms and third-party comparison content rather than vendor marketing pages, which has direct implications for where AEO efforts yield returns.
Movers & shakers since last refresh
Biggest visibility risers
-
Mention 0% → 12% · rank #13 → #5+12pp
Biggest visibility fallers
-
Crayon 50% → 12% · rank #2 → #1-38pp
-
Similarweb 38% → 0% · rank #5 → #9-38pp
-
Klue 50% → 25% · rank #1 → #2-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
crayon.co
|
12% | 50% | Google AI Mode |
Crayon leads on composite score (23.8) despite a visibility drop of 37.5 points, with its 50.0% citation rate now carrying most of its AEO weight. |
||||
| 2 |
klue.com
|
25% | 12% | Google AI Mode |
Klue holds the highest visibility in the category at 25.0%, but its citation rate of 12.5% is well below peers like Visualping and Contify. |
||||
| 3 |
visualping.io
|
0% | 62% | Google AI Mode |
Visualping achieves the highest citation rate in the category at 62.5% with zero visibility, showing Google AI Mode treats its domain as a reference source rather than a featured brand. |
||||
| 4 |
contify.com
|
0% | 50% | Google AI Mode |
Contify matches Crayon's 50.0% citation rate while recording zero visibility, a profile almost identical to Visualping and reflecting citation-only AEO presence. |
||||
| 5 |
mention.com
|
12% | 0% | Google AI Mode |
Mention climbed eight ranks to fifth with a visibility delta of 12.5 points, but its 0.0% citation rate means it is named by AI without being cited as a trusted source. |
||||
| 6 |
meltwater.com
|
0% | 0% | Google AI Mode |
| 7 |
owler.com
|
0% | 0% | Google AI Mode |
| 8 |
brandwatch.com
|
0% | 0% | Google AI Mode |
| 9 |
similarweb.com
|
0% | 0% | Google AI Mode |
| 10 |
alphasense.com
|
0% | 0% | Google AI Mode |
| 11 |
semrush.com
|
0% | 0% | Google AI Mode |
| 12 |
sproutsocial.com
|
0% | 0% | Google AI Mode |
| 13 |
zoominfo.com
|
0% | 0% | Google AI Mode |
| 14 |
feedly.com
|
0% | 0% | Google AI Mode |
| 15 |
netbasequid.com
|
0% | 0% | Google AI Mode |
| 16 |
determ.com
|
0% | 0% | Google AI Mode |
| 17 |
talkwalker.com
|
0% | 0% | Google AI Mode |
| 18 |
digimind.com
|
0% | 0% | Google AI Mode |
| 19 |
rivaliq.com
|
0% | 0% | Google AI Mode |
| 20 |
semrush.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on competitive intelligence 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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own competitive intelligence software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for competitive intelligence software
Who leads AEO in competitive intelligence software?
Crayon ranks first with a composite score of 23.8, driven primarily by a 50.0% citation rate that sits well above the category average of 8.8%. Klue ranks second at 21.2, relying more on visibility (25.0%) than citation presence.
What sources does Google AI Mode cite most for competitive intelligence software queries?
The top cited sources are reddit.com, unkover.com, g2.com, and youtube.com, alongside brand-owned domains including visualping.io, contify.com, and crayon.co. Community review and comparison platforms appear to anchor AI responses more than vendor marketing content.
Can a brand have high AEO citation rates without appearing in AI-generated brand lists?
Yes. Visualping has a 62.5% citation rate and Contify a 50.0% rate, yet both record 0.0% visibility, meaning Google AI Mode pulls from their domains as references without naming them as recommended brands.
Which brands in this category have seen the biggest recent AEO shifts?
Crayon and Similarweb each dropped 37.5 visibility points, while Klue lost 25.0 visibility points and 62.5 citation points. Mention moved in the opposite direction, gaining 12.5 visibility points and rising eight places to rank fifth.
How concentrated is AEO performance in competitive intelligence software?
Performance is heavily concentrated at the top. Six of the top ten brands, including Meltwater, Owler, Brandwatch, Similarweb, and AlphaSense, record composite scores of 0.0, with zero visibility and zero citation share.
Does high visibility always translate to high citation rates in this category?
No. Klue has the highest visibility at 25.0% but only a 12.5% citation rate, while Visualping and Contify achieve citation rates of 62.5% and 50.0% respectively with no visibility at all, showing the two metrics are largely independent here.