Peec AI vs Kradeos
AI visibility comparison at a glance
| GEO parameter | Peec AI | Kradeos |
|---|---|---|
| GEO approach | Horizontal AI search analytics for marketing teams and agencies | Built only for software GEO, so prompts and AI visibility scores accurately reflect how software products are recommended by AI engines |
| GEO focus | All industries, including consumer brands and ecommerce | B2B software products only |
| GEO product | Dashboard with an Actions list (beta), API and MCP server | Dashboard plus a GEO agent that connects to your website, ChatGPT, Claude and other AI engines |
| GEO outcome | Monitor AI visibility, share of voice and sentiment, with suggested actions | Improve your AI visibility, and understand what it's worth to your pipeline |
| Prompt generation | Suggested from your website and industry; you accept or reject each one and organise them into topics. Most suggested prompts are under six words, while software buyers usually ask AI engines in full sentences | Generated automatically from your industry, your website and your domain, then classified for you. Prompts run up to 30 words, reflecting how software buyers actually ask AI engines |
| Prompts tracked | 50 to 350 on self-serve plans | From 50 on the entry package to more than 1,000 on enterprise |
| Prompts mapped to your ICP | You do it manually for each topic | Automatically mapped to every element of your ICP: buyer stage, industry type, feature type and customer type |
| Prompts mapped to buyer stage | Tagged by intent and branded vs non-branded, not by software buying stage | Yes, from awareness through shortlisting to decision |
| AI visibility by customer type | Not available | Visibility broken down by small, medium and enterprise business |
| AI visibility by product feature | Not available | Visibility scored per feature against a software taxonomy for your category |
| AI visibility connected to pipeline | AI referral traffic and conversions, via GA4 and server logs | Estimated pipeline value based on prompt volume and your average order value |
| Recommendations | Prioritised owned and earned media opportunities, derived from the sources AI engines cite (beta) | Page-level: fetches the competitor pages AI engines cite and shows the subtopics your equivalent page is missing |
| Technical site health | AI crawler analytics from server logs | Core Web Vitals and technical audits weekly on mobile and desktop, plus AI bot crawl analysis |
| Support to improve visibility | Self-serve, with group onboarding | A GEO consultant monitors your visibility and provides support, available on the enterprise package |
| Product strength | AEO monitoring | AI visibility improvement that builds pipeline |
| Entry pricing | From $95 per month | From $65 per month |
A fair comparison
When Peec AI is the better AI visibility tool
Peec AI is a strong choice for agencies and marketing teams tracking brands across several industries. It gives you share of voice, sentiment, AI referral traffic and the ability to move data into your own tools through an API or MCP server.
It is designed for monitoring visibility at scale. You choose the topics, accept or reject suggested prompts and map them to your ICP yourself.
If that is what you need, Peec AI's horizontal approach is a feature rather than a limitation.
The software product problem
Why software teams need more than visibility monitoring
Kradeos is built around the way software buyers ask AI engines for recommendations. It generates buyer-intent prompts from your industry, website and domain, then maps every question to buyer stage, industry, feature and customer type.
For every question, Kradeos measures whether ChatGPT, Claude, Gemini and Perplexity recommend your product, which competitors they name instead and which pages they cite. It puts a pipeline value on the visibility you're missing, based on prompt volume, cost per click and your average order value.
Then it shows what to change: the subtopics your pages lack compared with the competitor pages being cited, and the technical issues holding your pages back. It re-scores the same questions every week, so you can see whether the changes worked.
The practical answer
Which AI visibility tool is right for your software product?
The table comes down to one difference. Peec monitors AI visibility for any brand in any industry. Kradeos improves AI visibility for B2B software products, and shows what that visibility is worth to your pipeline.
Use Peec AI if you're an agency or a marketing team tracking brands across several industries, and what you need is monitoring: share of voice, sentiment, AI referral traffic and your data flowing into your own tools through an API or MCP server. Be ready to build your topics and map them to your ICP yourself.
Use Kradeos if you're responsible for a B2B software product and need to know how AI engines recommend it to your buyers. Kradeos generates the prompts for you, written the way software buyers actually ask, and maps each one to buyer stage, industry, feature and customer type. You see where your product is visible and where it isn't, broken down by customer type and product feature, with an estimated pipeline value on what's missing.
A focused product at a focused price
Peec AI vs Kradeos pricing
Peec AI starts from $95 per month, while Kradeos starts from $65 per month for the entry package.
The products are designed for different jobs. Peec AI gives agencies and marketing teams horizontal monitoring, while Kradeos focuses on improving AI visibility for B2B software products.
See the difference for your software product
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