Related Products
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About
Preuve AI is market research and competitive intelligence for founders, and the white-label engine agencies, accelerators and consultants use to pre-qualify inbound startups. Real signals, not a confident AI score with nothing behind it.
10 AI agents scan 60+ live sources. The free Reality Check takes about 60 seconds, the full Founder Report about ten minutes. The verdict has to be earned. In our July 2026 benchmark of 6,000+ analyses, the median idea scored 54/100 and 17.5% reached 70, the line for a go.
* 21-section Founder Report: competitors, market sizing, demand signals, risks and a go-to-market plan
* Up to 15 competitors with funding, pricing and positioning
* 3 pivots when the evidence points away from the idea
* Data from Crunchbase, G2, Google Trends, SEC EDGAR and Reddit
* For agencies: a white-label intake scanner and client reports under your brand
Founder Report $59 one-time. Consultant workspace $99 once, then $59 per client report.
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About
SignalSumo is a cloud-based SEO and search-visibility platform for businesses, in-house marketing teams, consultants, and agencies. It combines technical website audits with prioritized recommendations, keyword research, rank tracking, competitor and backlink analysis, local SEO tools, and uptime monitoring. Users can monitor how their brand appears in AI-generated answers, track prompts and competitors, and build prioritized growth plans alongside conventional search optimization. Agency features include multi-client workspaces, white-label reports, and embeddable audit widgets. SignalSumo also provides a developer API and an MCP server on eligible plans, supports Google Search Console, and allows reports and data to be exported as PDF or CSV. The platform supports free Starter access and offers paid plans with different project, keyword, crawl, reporting, and team limits.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Agencies, accelerators, venture studios, and product consultancies that qualify inbound startup leads. Also used by solo founders and angel investors evaluating business ideas before committing capital.
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Audience
In-house marketers, SEO consultants and agencies managing organic and AI search visibility
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and VideosNo images available
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Screenshots and VideosNo images available
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Pricing
$59 one-time
Free Reality Check (free scan). Founder Report $59 one-time, 2 reports $89, 5 reports $199. Lifetime Pro $499 and Lifetime Business $999 one-time (new buyers get 5 and 10 deep scans a month). Investor-Ready Package $499 one-time. Consultants: workspace $99 once (white-label, commercial license, first client report included), then client reports at $59 / $89 / $199. A program for 30+ client projects a month is available on request from the founder.
Free Version
Supported
Free Trial
Not Supported
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Pricing
$0
Starter is free with 1 project, 3 tracked keywords and a 200-page audit, with no time limit. Paid plans are Mid at $49/month, Pro at $99/month, and Agency at $249/month, billed monthly. Paid plans include a 7-day free trial. Annual billing is also available.
Free Version
Supported
Free Trial
Supported
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Reviews/
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Reviews/
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Pros & Cons from Real UsersPros
Cons
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationPreuve AI
Founded: 2026
France
preuve.ai/consultants
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Company InformationSignalSumo
Founded: 2026
United States
signalsumo.com
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Google Search Console
Not Supported
Model Context Protocol (MCP)
Not Supported
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Integrations
Google Search Console
Supported
Model Context Protocol (MCP)
Supported
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