Bonemeal

Know exactly who's beating you in AI answers.

See where competitors get recommended, where you don't, and what's keeping them ahead. Across ChatGPT, Gemini, and Google AI Overviews.

#BrandShareVisibilityΔ
1
Google Analytics
52%−0.8
2
Amplitude
41%−3.6
3
PostHogYou
36%+11.2
4
Mixpanel
30%−2.9
5
Heap
19%−3.1
6
Pendo
11%−1.2

Watch momentum, not just a snapshot.

Daily share of voice across every tracked brand and AI surface. Spot the moment something moves, yours or theirs.

PostHog · YouGoogle AnalyticsAmplitudeMixpanelHeap
  1. 1Comparison page · /vs-mixpanel shipped+5 pts
  2. 2HN thread · 'open-source product analytics' (612 ups)+6 pts

Prompts your competitors are winning.

Every prompt where you're outranked, with the source that put them there. Open any row to see what to fix.

Sources powering Mixpanel's win
mixpanel.com/blog/product-analytics-saas-startups12 cites
ycombinator.com/library/analytics-for-early-stage8 cites

We surface the brands you didn't know were competitors.

Bonemeal reads every AI response you track and flags every brand mentioned in your category, even ones you've never added.

Currently tracking · 5 brands
Google AnalyticsAmplitudeMixpanelHeapPendoPostHog · You
Newly discovered in your prompts
Microsoft Clarity
First seen · 9 days ago
New
24%
Visibility
16
Prompts

Free heatmaps and replay. Surging in 'free analytics' prompts.

+ Add to tracking
Plausible
First seen · 4 weeks ago
New
18%
Visibility
11
Prompts

Owning GDPR and privacy-first analytics prompts.

+ Add to tracking
OpenReplay
First seen · 3 weeks ago
New
12%
Visibility
7
Prompts

Open-source session replay. Overlaps your category.

+ Add to tracking
Usermaven
First seen · 6 days ago
New
8%
Visibility
5
Prompts

Newer entrant. Picking up migration-from-June prompts.

+ Add to tracking

Where they win in AI, they win in Google too.

AI and organic search are converging. We track both, so you can see if a competitor's edge is everywhere or just one surface.

Google Analytics
AI52%
Organic41%
High overlapOwns both surfaces. Domain authority bleeds into AI citations.
Amplitude
AI41%
Organic37%
High overlapMassive blog moat. The same posts get cited by ChatGPT.
PostHogYou
AI36%
Organic21%
Medium overlapYou're winning in AI faster than organic. Room to compound.
Mixpanel
AI30%
Organic29%
High overlapTightly coupled. Both surfaces moving together.
Heap
AI19%
Organic18%
High overlapStable in both. Neither growing meaningfully.
Track keywords and SERPs too
See organic competitor analysis, keyword gaps, and backlinks.

Start benchmarking your competition

See how your brand compares to competitors in AI search. Set up in minutes.

Frequently asked questions

The Growth plan tracks a full competitive set for your category, and the free audit covers your top competitors. Bonemeal also auto-discovers new competitors appearing in your AI responses, so the brands you track grow with your category.
Bonemeal compares visibility rate (how often a brand is mentioned), average position (where it appears in the response), sentiment score (how positively it is discussed), and total mentions. Each metric is tracked over time, across ChatGPT, Gemini, and Google AI Overviews, so you can see momentum and not just a snapshot.
Every time Bonemeal runs your prompts, it reads the response and identifies the brands mentioned. Anything appearing in your category that you haven't added yet is flagged, with visibility rate, how many prompts it appears in, and when it first showed up. You can add it to tracking with one click.
Yes. Every head-to-head row links to the underlying response and the sources cited. You can see which comparison pages, Reddit threads, review sites, or owned content helped the competitor win, and use that to inform what to ship next.
Yes. Competitor benchmarking is tracked across every AI surface in your plan. You can compare a competitor's visibility in ChatGPT versus Gemini versus AI Overviews to see where they are strong and where they are weak.
All Bonemeal plans include daily checks. Visibility, position, sentiment, and competitor rankings are recomputed every day so you can see momentum week over week.
Share-of-voice measures how often AI platforms mention your brand relative to competitors for a given set of topics. If AI mentions your brand in 30% of responses and a competitor in 50%, their share-of-voice is higher. Tracking this over time shows competitive momentum.