Changelog

The latest improvements and behind-the-scenes updates from the Peec AI team.

May 8, 2026

Maps and ads, now rendered inside ChatGPT chats

When ChatGPT responds with local businesses, Peec now renders them on an interactive map directly inside the chat view. Each pin is hoverable so you can see the business detail. If you are tracking local visibility or city-level recommendations, you finally see the answer the way the user sees it, not as a flat list of names.

We also started parsing and rendering the ads that appear inside ChatGPT chats, with a clear "ads" tag so you can spot at a glance which chats contain advertising. It is a first step toward understanding paid presence in AI answers, alongside the organic mentions you already track.

MCP, now at bulk scale

You can now bulk create, update, and delete Brands, Prompts, Tags, and Topics through the Peec AI MCP, up to 50 at a time. Brand profile is now readable and writable, results are sortable, and URL-level opportunities and gap analysis are available directly through MCP and the Customer API. List endpoints return prompt volume and total counts so you can prioritize the work that actually matters. The same workflows you would run by hand, scripted at scale from Claude, Cursor, or any MCP client.

Early Access is now self-serve

A new Early Access section in your company settings lets you turn on beta features yourself, no need to ping us. Two features are live there today.

Synthetic Query Fanout predicts the follow-up queries an AI engine is likely to generate from a user's original search, so you can see how those branches play out for your brand. ChatGPT only today, more engines coming.

Brand Insights breaks down visibility, share of voice, position, sentiment, and rankings across AI models, topics, tags, and brands in a single view. Useful when you want to slice the same competitive question several ways without rebuilding charts.

Smarter prompt suggestions

Suggested prompts now factor in search volume and topic relevance, not just topic match. Higher-volume prompts and prompts closer to your topics surface first, so the suggestions you see are the ones most worth tracking. Less noise during setup, fewer low-value prompts to skip past.

Improvements
  • CSV, JSON, and XLSX exports now respect the filters and column sorting you have applied, so what you see in the table is what lands in the file
  • The brands you select on the dashboard now live in the URL, so you can copy and share exactly the view you are looking at
  • Added an "Only" button next to each brand in the brand selector to isolate one brand instantly without unchecking the others
  • The Looker Studio connector is now caught up with the core platform, including share of voice, topics, retrieval rate metrics, model channel breakdowns, and topic and country filtering
  • Target-market map on the project profile now always renders and zooms into your pre-selected regions, with a tighter region search popover
  • The URLs page has better retrieval visibility and proper search, so it is faster to find and inspect the URLs you care about
  • Refreshed sidebar component and tighter typography and spacing across the app
  • Numeric columns are now right-aligned across tables, which makes scanning sources, prompts, and brands much easier
  • Project creation now checks whether your domain is reachable and warns you instead of blocking when something looks off
Fixes
  • Fixed www and subdomain handling on the Sources and URLs pages so host matching is correct
  • Fixed map page issues including unwanted scroll-up, search input cursor jumps, and missing empty-state loaders
  • Fixed map not always rendering in onboarding when the project profile loaded slowly
  • Fixed Agent Analytics setup failing for accounts with a large number of Cloudflare zones

Apr 27, 2026

Agent Analytics

Most AI visibility data tells you whether your brand appears in AI responses. Agent Analytics goes one layer deeper: it shows you what AI crawlers are actually doing on your site, which pages they visit, how often, and whether they can access them at all. Built on your own server log data, it gives a direct and objective view of how AI bots interact with your content. That helps you catch technical access issues before they affect your visibility and understand which pages AI models are most interested in.

At launch, Agent Analytics includes two tools: Crawl Insights and Crawlability. Log ingestion connects via Cloudflare Workers or CSV/CLF file upload. Support for additional hosting providers is on the roadmap.

Crawl Insights

Connect your server logs and see which AI bots visit your site, which pages they hit, how often, and with what result. The overview shows aggregate trends across bots, status codes, and traffic volume. The details view lets you drill into specific pages, filter by bot type or time range, and see how retrieval data from your tracked prompts sits alongside your actual crawl activity. That combination is directional and useful for finding where to investigate, not a direct cause-and-effect relationship.

Crawlability

Check which AI bots are allowed or blocked by any domain's robots.txt instantly, without needing server access. You can also test individual URLs against the current rules to catch accidental blocks before they affect how AI models reach your content.

Improvements
  • Improved URL search and retrieval visibility on the URLs page
  • Domain validation now shows a warning instead of blocking when a domain format is unusual
  • Added a keyboard shortcut for presentation mode
Fixes
  • Fixed brand table colors and column spacing on the Brands page
  • Fixed billing showing an incorrect monthly amount
  • Fixed login button staying frozen on "Verifying" for some accounts
  • Fixed prompt checkboxes not working on the Prompts page
  • Fixed Perplexity returning "Sign up and repeat your request" instead of useful responses

Apr 20, 2026

Peec AI MCP Server

You can now use your Peec AI data directly inside the AI tools you already work in with the new Peec AI MCP. Ask Claude, Cursor, VS Code, Windsurf, and other MCP-compatible tools questions about your visibility, competitors, sources, prompts, and trends using your real Peec project data.

This makes Peec AI more than a dashboard. Instead of switching between tools, exporting reports, or pulling screenshots by hand, you can get answers where the work is already happening. That makes it easier to build reporting workflows, run competitive analysis, and turn AI visibility data into action faster. To make setup easier, you can now find Peec AI MCP directly in partner connector directories (Anthropic & Cursor) and connect with a single click.

More of your data is now available inside MCP

The MCP server now gives you deeper context when you ask questions. You can pull source URL content for analysis, see YouTube channel names and Reddit community names in source reports, access Peec AI recommendations directly through MCP, and inspect available AI models without guessing valid model IDs.

MCP now supports more complete workflows

You can now go beyond read-only analysis. We shipped native prompt workflows for faster repeated tasks, added write tools so you can create, update, and delete key Peec AI entities from MCP clients, and improved the server instructions so AI tools are better at choosing workflows and recovering from errors on their own.

Improvements
  • MCP responses echo the inferred date range so you can see exactly what time period the data covers
  • Tool annotations were expanded for better ChatGPT compatibility
  • Server instructions were improved with clearer workflow recipes and error recovery guidance
  • Instructions and tool descriptions were updated to stay aligned with newly shipped MCP capabilities
Fixes
  • Reversed date ranges now return a clear error instead of empty results
  • Invalid date inputs now return clean validation errors without leaking internal database details
  • Tool execution failures now return structured MCP errors instead of generic internal errors
  • The MCP endpoint now validates Origin correctly for safer connections

Apr 13, 2026

Brand Profile

Your topics and prompts are only as good as what Peec knows about your brand. Brand Profile gives you one place to describe your brand, market, and target audience. When you update it, Peec automatically regenerates your suggested topics and prompts so your tracking reflects how your brand actually shows up in AI responses, not a generic approximation.

We also redesigned the Brands page. It now uses a table layout with inline editing for display names and brand colors, and a cleaner flow for managing domains. Less friction across the board when you're setting up or updating your competitive landscape.

Pause and resume projects

You can now pause any tracking project and resume it whenever you are ready. Your setup stays intact, and credits stop being consumed while paused. Useful if you are winding down a campaign, handing off to a client, or want to free up credits without losing your configuration.

New brand filter

The brand filter is now multi-select and grouped into "Your brand" and "All brands" with search. Keep your own brand as the anchor point and choose exactly which competitors to compare against. The Top 7 Brands card on the overview updates with your selection.

Custom domain selection on source charts

You can now pick up to 5 specific domains to display on the source chart. Colors match your brand configuration. Useful if you want to focus on the domains that matter most instead of seeing the default top results.

Improvements
  • Every chart now has a save as image action that exports a clean PNG with title, date range, and resolution, ready to drop into a deck or Slack message
  • Tables across the product have been rebuilt for speed and consistency with custom change indicators and cleaner sorting
Fixes
  • Fixed URL titles appearing broken on the URL details page
  • Fixed the source retrieval chart showing values above 100% after the metric calculation change
  • Fixed incorrect brand rankings when filtering by Claude, which was surfacing Claude itself and unrelated entries at the top
  • Fixed suggested topic names being truncated with no way to see the full title on hover