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Competitor Signal

What developers say about the tools you compete with.

Competitor Signal tracks public developer posts about the tools you compete with and sorts them into what people like, what they dislike, and who is comparing or switching. It gives technical marketing and sales the words developers use, not a sentiment score.

Read the docs

Tracked competitors

3 of 5 used

last 120 days

  • Vector DB incumbent

    70% production

    sentiment 62
    praise: Docs qualitycomplaints: Cost at scale
  • Open source alternative

    58% evaluation

    sentiment 44
    praise: Self hostingcomplaints: Missing enterprise auth
  • Suite vendor

    22% production

    sentiment 31
    praise: One contractcomplaints: Slow support
Competitor Signal reads public conversation about other tools your buyers mention, with the evidence kept next to the read.

What you see

One card per competitor, with the source behind every line.

Likes, dislikes, switching

Three lists per competitor, each item sourced to the original post, plus a running comparison count.

Agent choices

Once Agent Signal is connected, how often coding agents chose that competitor over your product.

How it works

How a post becomes a like or a dislike.

EarShots reads the post and extracts the specific claim, such as "pricing doubled" or "docs are better". Claims are grouped by meaning, not by keyword, so five phrasings of one complaint show once. Rival counts follow the plan: 3 on Starter, 5 on Growth, 15 on Enterprise, read over a 120 day window.

FAQ

Common questions

How many competitors can I track?

Your plan sets the count: 3 rivals on Starter, 5 on Growth, 15 on Enterprise.

Does it show sentiment scores?

No. It shows specific claims with the source under each one, not a single sentiment number.

Can I reply to a competitor's thread from EarShots?

EarShots reads and reports; it never comments or replies.

Is this available on the Starter plan?

Yes. Starter tracks up to 3 rivals. Agent Signal is on Growth and Enterprise.

Read what the market says about your competitors

Add your competitors and see their public reputation, sourced line by line.