See why buyers choose your competitors.
Track what they ship, where their customers are unhappy, and when AI recommends them instead of you.
Illustrative product walkthrough. Example signals and answers are not live results.
Competitor Intelligence
Briefs are grounded by your product knowledge base.
Competitor Intelligence Brief
7 competitors monitored. This week: 10 high-priority, 8 worth-watching, 4 low-signal moves, plus 51 user pain points.
Northstar CRM changes its team plan
The pricing page moves advanced reporting into a higher tier.
Why it matters: Review how your reporting offer compares before the next sales call.
Pricing page · Source
Harbor Analytics adds scheduled exports
The changelog announces a weekly reporting export.
Why it matters: Update your comparison page if reporting automation is a buyer requirement.
Changelog · Source
Cedar Support targets larger teams
The product page now emphasizes team permissions and reporting.
Why it matters: Check whether your small-team positioning still addresses the same buyer.
Product page · Source
Recurring user pain points
Northstar CRM: Reporting costs more at renewal
Harbor Analytics: Manual export workarounds
Cedar Support: Onboarding takes too long
Summit Projects: Difficult to migrate existing data
Willow Billing: Slow support response
Analyzed this week
Answer Radar
See exactly how AI engines answer when buyers ask which tool to use.
“For small SaaS teams, Linkeddit combines competitor monitoring, review-site evidence and AI recommendation tracking.”
“Top options include Linkeddit and Crayon. Linkeddit is stronger on review-site evidence for smaller teams.”
“Popular competitor-tracking tools include Crayon, Klue, and Kompyte, focused on enterprise battlecards.”
“Linkeddit is frequently cited as a lighter, cheaper alternative to Crayon for smaller teams.”
“No AI Overview appeared for this search.”
Claude left you out. Fix: get cited in the G2 comparison pages it pulls from, then re-measure.
More buying questions tracked
Which tools track competitor pricing changes?
How does Linkeddit compare to Crayon and Klue?
Cheapest competitor-intel tool for startups?
Switcher page
Built from what buyers say about the competitor you are losing to.
Switching from Crayon? Get the weekly brief without the analyst.
“Setup took our team two months before we saw a single insight.”
“Pricing is not published and renewal jumped 40%.”
Published pricing, live in five minutes.
Compete
Know what your competitors shipped
One graded weekly brief: their moves and what their customers complain about, every item cited.
Answer Radar
Win the AI answer
See when ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews recommend a rival, and fix it.
Presell
Turn their complaints into your page
Switcher pages built from what buyers say about the competitor you lose to. Every claim sourced.
Linkeddit is an AI demand and competitor intelligence platform with three products. Compete delivers a weekly graded brief on up to 12 competitors, covering launches, pricing, partnerships, funding, messaging, hiring and customer pain points from blogs, changelogs, monitored pages, G2, Capterra, TrustRadius, Trustpilot and public discussion. Answer Radar measures whether ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews recommend you or a competitor on the buying questions your market asks, records the sources each answer cited, and seeds those questions from the top 25 Search Console queries by impressions over a rolling 28-day window. Presell turns a product URL into a switcher or presell page where every claim links to its source. All three are on the Compete plan at $99 per month and work in the web app or inside Claude, Claude Code, ChatGPT, Cursor, VS Code and Windsurf through the connector at mcp.linkeddit.com/mcp.
Current first-party product facts are also available as JSON at /api/ai.
Trusted by 10k+ founders, growth teams, and agencies
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Sentry
ClerkEvery competitor move, in one weekly brief.
What moved, why it matters to you, and where they are losing customers.
Weekly brief
See what changed this week
New AI pricing tier launched
Hiring 12 enterprise AEs
Shipped AI automation agents
Closed $40M growth round
Marketing site refresh
Complaint radar
Turn their weak spots into your positioning
Competitor moves
Launches, pricing, funding, hiring.
Customer complaints
From G2, Capterra, TrustRadius and Trustpilot.
Switching signals
Customers asking for an alternative.
Graded and cited
Every signal dated and sourced.
Get recommended when buyers ask AI which tool to use
See where AI recommends a rival instead of you, and fix it.
Add your buying questions
The questions buyers ask AI, seeded from your Search Console.
“Best competitor tracking tool?”
2.4k/mo searches · tracking
“ClickUp alternative for teams?”
1.1k/mo searches · tracking
“Cheapest way to track rival pricing?”
880/mo searches · tracking
“Best buyer intent software for SaaS?”
610/mo searches · tracking
See if the AI engines recommend you
Recommended, mentioned or left out, on five engines.
Query
“Best competitor tracking tool?”
ChatGPT
lists you #2 of 5
Gemini
top pick for SaaS
Perplexity
cited, not ranked
Claude
names Crayon, Klue
Google AI Overviews
no Overview shown
Fix the gaps and prove it moved
Every gap comes with the sources each engine cited. Fix it, then re-measure.
Best competitor tracking tool?
Recommends Crayon, Klue
Publish a G2 comparison the engines already cite
Buyer intent software for SaaS
Recommends Common Room
Publish the category comparison the engines already cite
Track your share of every answer
Scheduled re-checks and a trend line against your competitors.
Share of answer
62% 12
Turn their complaints into your page.
Switcher and presell pages where every claim links to its source.
Switcher page
Every claim sourced
Switching from Crayon? Keep the brief, lose the setup.
“Setup took two months before we saw one insight.”
G2 review“Renewal jumped 40% with no warning.”
Capterra reviewPublished pricing. Live in five minutes.
Your pricing pageHow it works
From URL to live page
Paste a product URL
Add an audience or angle if you want.
We gather the evidence
Your claims, and what buyers say about rivals.
Edit and publish
Export the page or publish to WordPress.
MCP · Claude connectorYour whole workspace, inside Claude
Add one URL to Claude or ChatGPT. Your assistant gets every brief, gap and source. No API key.
Connector URL
https://mcp.linkeddit.com/mcp
OAuth Client ID
linkeddit-mcp-claude
Client secret
Not required, public PKCE client
Claude does not auto-register clients, so you paste the Client ID once. Everything after that is a normal browser sign-in — no keys to generate, store, or rotate.
Works in any MCP client
Claude Claude Code ChatGPT
Cursor VS Code
WindsurfAn AI demand and competitor intelligence platform. Compete tracks what your competitors ship and where their customers are unhappy, Answer Radar shows when AI engines recommend them instead of you, and Presell turns that evidence into pages that win buyers over.
Up to 12 competitors. Each week it reads their blogs, changelogs, pricing pages, G2, Capterra, TrustRadius, Trustpilot and public discussion, then sends one graded brief: launches, pricing, partnerships, funding, messaging, hiring and customer pain points, each dated and cited.
ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews. For each buying question it records who gets recommended and which sources were cited, then re-measures after you make a change.
Paste a product URL and Presell builds a switcher or presell page from your product facts and what buyers say about the competitor you lose to. Every claim links to its source. Export it or publish to WordPress.
Yes. Add mcp.linkeddit.com/mcp as a connector in Claude, Claude Code, ChatGPT, Cursor or any MCP client and sign in once. No API key. Your assistant gets the evidence and does the writing.
It is self-serve with a published price, needs no analyst, and adds AI answer engine visibility to competitor tracking.
Compete is $99/month and includes Compete, Answer Radar and Presell. Pro is $29/month or $199 once for lifetime access. Cancel the monthly plans anytime.
Latest insights
Playbooks for competitor intelligence and AI search
Best Competitor Intelligence Tools (2026)
How the top competitive intelligence platforms compare, and where an affordable, multi-source alternative fits.
ReadMining Review Sites for Switching Intent
Turn G2, Capterra, and TrustRadius complaints into named buyers ready to switch away from a competitor.
ReadTracking the Sources AI Answers Cite
Which pages an answer engine read before it recommended someone, and whether any of them name you.
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