Competitive intelligence software: AI search visibility ranking (2026)
How AI search engines rank competitive intelligence 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. 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 buyers inquire about Competitive intelligence software, AI engines frequently name Klue as the leader, with Crayon and Contify also topping the list. Klue stands out with an impressive 50% visibility among AI-generated responses, indicating a strong presence in this category.
The rankings reflect a concentration of citations from top sources like klue.com, contify.com, and unkoover.com. Many of these are aggregator or review sites, signaling that AI engines value comprehensive sources that collate user reviews and expert analyses prominently.
For buyers considering options on this list, one concrete factor is to look for software with strong third-party validation and recent positive reviews, attributes AI engines prioritize. Seek out brands with established topical authority, as this enhances their credibility and functionality in specific subcategories of competitive intelligence.
At a glance
What we observed in this category
Klue leads the competitive intelligence software category with a composite score of 57.5, ahead of Crayon at 42.5 and Contify at 38.8. The gap between Klue and the field is notable because the category average visibility sits at just 11.2 percent, yet Klue registers 50 percent visibility alongside a 75 percent citation rate. Crayon and Semrush also reach 50 percent visibility but trail sharply on citations, making Klue the only brand combining high named presence with high trusted-source status.
A clear divergence between visibility and citation runs through this category. Semrush and Similarweb each appear frequently in AI responses at 50 percent and 37.5 percent visibility respectively, yet both record zero citation. Contify shows the inverse pattern, achieving 100 percent citation despite only 12.5 percent visibility, meaning the AI trusts its content as a source even when it rarely names the brand. Visualping replicates this dynamic with 75 percent citation and zero visibility, confirming that named presence and source trustworthiness are decoupled signals here.
Every brand in the top 10 lists Google AI Mode as its top engine, indicating the audit data reflects a single-engine landscape with no meaningful divergence across platforms. The top cited sources include klue.com, contify.com, visualping.io, and third-party domains such as unkover.com, salesmotion.io, thedigitalelevator.com, and guideflow.com. The presence of niche third-party sites alongside brand-owned domains suggests Google AI Mode is drawing on review and comparison content rather than anchoring exclusively on vendor websites.
Movers & shakers since last refresh
Biggest visibility risers
-
Crayon 0% → 50% · rank #7 → #2+50pp
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Semrush 0% → 50% · rank #19 → #4+50pp
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Klue 12% → 50% · rank #1 → #1+38pp
Biggest visibility fallers
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Owler 12% → 0% · rank #3 → #12-12pp
-
Mention 12% → 0% · rank #4 → #13-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
klue.com
|
50% | 75% | Google AI Mode |
Klue holds the only composite score above 50 in the category, pairing 50 percent visibility with a 75 percent citation rate that no other high-visibility brand matches. |
||||
| 2 |
crayon.co
|
50% | 25% | Google AI Mode |
Crayon jumped from rank 7 to rank 2 with a 50-point visibility gain, but its citation rate of 25 percent sits well below Klue's 75 percent, signalling named presence without equivalent source trust. |
||||
| 3 |
contify.com
|
12% | 100% | Google AI Mode |
Contify achieves a 100 percent citation rate despite only 12.5 percent visibility, the sharpest citation-to-visibility ratio in the dataset and far above the 15.6 percent category average for citations. |
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| 4 |
semrush.com
|
50% | 0% | Google AI Mode |
Semrush rose 15 rank positions to reach 50 percent visibility but records zero citations, making it the highest-visibility brand in the category with no source-level recognition from Google AI Mode. |
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| 5 |
similarweb.com
|
38% | 0% | Google AI Mode |
Similarweb sits at 37.5 percent visibility, above the 11.2 percent category average, but like Semrush records zero citations, suggesting AI responses name it without drawing on its content. |
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| 6 |
visualping.io
|
0% | 75% | Google AI Mode |
| 7 |
alphasense.com
|
12% | 0% | Google AI Mode |
| 8 |
semrush.com
|
12% | 0% | Google AI Mode |
| 9 |
meltwater.com
|
0% | 12% | Google AI Mode |
| 10 |
sproutsocial.com
|
0% | 12% | Google AI Mode |
| 11 |
zoominfo.com
|
0% | 12% | Google AI Mode |
| 12 |
owler.com
|
0% | 0% | Google AI Mode |
| 13 |
mention.com
|
0% | 0% | Google AI Mode |
| 14 |
brandwatch.com
|
0% | 0% | Google AI Mode |
| 15 |
feedly.com
|
0% | 0% | Google AI Mode |
| 16 |
netbasequid.com
|
0% | 0% | Google AI Mode |
| 17 |
digimind.com
|
0% | 0% | Google AI Mode |
| 18 |
rivaliq.com
|
0% | 0% | Google AI Mode |
| 19 |
determ.com
|
0% | 0% | Google AI Mode |
| 20 |
talkwalker.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 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 competitive intelligence 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 competitive intelligence software AI visibility
Who leads AI visibility in competitive intelligence software?
Klue leads with a composite score of 57.5, driven by 50 percent visibility and a 75 percent citation rate. No other brand in the category combines both metrics at that level.
Which brand has the highest citation rate in this category?
Contify records a 100 percent citation rate, the highest in the dataset, despite appearing in only 12.5 percent of AI responses by name.
What sources does Google AI Mode cite most for competitive intelligence research?
The top cited sources include klue.com, contify.com, visualping.io, and third-party domains such as unkover.com, salesmotion.io, thedigitalelevator.com, and guideflow.com.
Are there brands with high visibility but zero citations in this category?
Yes. Semrush and Similarweb both have visibility of 50 percent and 37.5 percent respectively, yet record zero citations, meaning Google AI Mode names them without treating their content as a cited source.
Which brands have risen most sharply in AI visibility recently?
Semrush gained 15 rank positions and Crayon gained 5, both moving from zero visibility to 50 percent. Klue also grew visibility by 37.5 points while holding the number one rank.
Which brands have lost AI visibility in the competitive intelligence category?
Owler and Mention each dropped 9 rank positions, falling from ranks 3 and 4 to ranks 12 and 13, with both moving to zero percent visibility.