Based on public information on each vendor's website.
We name what each platform does best. We name where Sophyx wins. We name where it does not.
Fast verdict
Action engine, or analytics layer.
Both platforms care about AI visibility. They solve different problems. Pick the one that matches the move you need to make this week.
For founders, agencies, and side hustlers
Sophyx
Strongest when you want the fix shipped, not another report to read. The lower-friction, lower-cost, action-first option.
Built for the no-time crowd
Free brand analysis in under two minutes. No CMS access, no server logs, no integration project.
Prioritized fixes, not another dashboard
Every prompt gap becomes a specific action: a JSON-LD block, an llms.txt entry, a content brief, a publishable page.
Done-for-you with the AI Marketing Agent
Hands-off mode runs the visibility loop while you sleep. You approve. Sophyx ships.
Diagnosis plus implementation
For analytics-first teams
PPeec AI
Strongest when you want a clean daily analytics product with prompt-level tracking, source breakdown, and export-friendly reporting.
Focused daily analytics
Prompt tracking, share of voice, sentiment, position, and source visibility refreshed every day.
Export and reporting depth
Looker Studio connector, MCP server, and an enterprise API for analyst workflows.
Unlimited seats on self-serve
Starter, Pro, and Advanced tiers ship with unlimited users out of the box.
Analytics and reporting layer
Q: What is the difference between Sophyx and Peec AI?
A: Sophyx is an AI visibility platform that diagnoses where your brand is missing in AI answers and ships the fix. It writes the JSON-LD, the llms.txt, the comparison page, the FAQ, and the blog post. Peec AI is an AI search analytics product. It tracks prompts, rankings, share of voice, sentiment, and source-level citations on a daily refresh, with Looker Studio and MCP exports. Sophyx is the action engine. Peec AI is the analytics layer.
What Sophyx ships that Peec does not
Six modules that turn signal into shipped work.
Peec AI tells you which prompts you are missing. Sophyx writes, structures, and publishes the answer.
Q: Why is Sophyx the better choice for founders, agencies, and side hustlers?
A: Sophyx is purpose-built for teams that do not have time to babysit dashboards or assemble analytics into action. The AI Marketing Agent runs the visibility loop. The AI Gateway publishes a machine-readable replica of your site at your subdomain. Agent Memory keeps every output on-brand. The JSON-LD Builder, llms.txt Generator, and robots.txt Generator ship the technical layer that AI engines actually read. Peec AI is an analytics product. Sophyx is an action engine.
Side by side
Eighteen categories. Public information only.
Edge calls are made only when one vendor documents a capability that the other does not document publicly.
Sophyx
PPeec AI
Category
Sophyx
PPeec AI
Edge
Primary positioning
AI visibility platform that shows what is broken and ships the fix. Built for founders, agencies, and lean teams that need action.
AI search analytics for marketing teams that turns prompt, ranking, and citation insight into action items.
Comparable
Core workflow
Crawl, knowledge graph, prompt test, gap detection, prioritized fixes, content and technical outputs shipped for you.
Prompts then rankings and visibility then sources then actions then reporting and export.
Sophyx edge
Action vs measurement
Diagnosis plus implementation. Sophyx writes the JSON-LD, the llms.txt, the comparison page, the FAQ, the blog post. You approve and ship.
Measurement plus recommendations. Peec tracks rankings and surfaces actions. Implementation happens outside the tool.
Sophyx edge
Technical AI-readiness layer
JSON-LD Builder, llms.txt Generator, and robots.txt Generator are core product modules. Outputs are knowledge-graph-informed and ready to ship.
Public docs emphasize reporting, actions, and crawl insights rather than first-party generation of JSON-LD, llms.txt, or robots.txt.
Sophyx edge
Content generation
Gap-driven landing pages, FAQs, comparison pages, blog posts, and use-case pages. Briefs pull from your Agent Memory and Knowledge Graph.
Actions surface what to publish or improve. The writing and shipping live in your stack.
Sophyx edge
Hosted AI surface
AI Gateway publishes a machine-readable .md and .html replica of your site at llms.yourbrand.com. AI crawlers read your replica directly.
Not in scope. Peec is an analytics product, not a hosted AI surface.
Sophyx edge
AI engine coverage
Docs name ChatGPT, Gemini, Claude, and Perplexity. Homepage adds DeepSeek and Grok.
Public docs cover the major frontier engines and emphasize daily updates and source coverage across LLM citations.
Comparable
Prompt intelligence
Prompt Optimization tests real queries across engines. Bad prompts become content tasks. Prompt-gap-to-page execution.
Prompt setup and suggestion engine, share of voice, sentiment, position, and source visibility. Strong analytics depth on prompts.
Peec edge
Citation and source analysis
Citation Recovery Plan turns missing or weak citations into prioritized fixes per page.
Source-level visibility breaks down which domains AI cites and how that changes day over day.
Peec edge
Reporting and exports
In-product dashboards plus generated assets you publish to your stack. Public Looker / MCP detail is less central in marketing.
Looker Studio connector, MCP server for AI assistants, and an enterprise API are documented for export and analytics workflows.
Peec edge
Crawler and bot analytics
Focuses on external AI answer visibility and technical readiness. No server-log integration required.
Crawl Insights via Cloudflare Workers or CSV / CLF server-log upload. Requires log access or worker deploy.
Peec edge
Seats and collaboration
Per-workspace isolation per brand. Agency plans target multi-client workflows.
Unlimited users on Starter, Pro, and Advanced public tiers. Collaboration is a public selling point.
Peec edge
Security and compliance
Public privacy policy, secure-server language, and per-workspace isolation. No public SOC 2 / HIPAA certification page.
Public comparison page states Peec is pursuing SOC 2 rather than already holding it.
Comparable
Setup friction (no time)
Free brand analysis without an account. Onboarding under two minutes. No CMS, server, or analytics access required.
Self-serve sign-up. Prompt setup is fast. Crawl Insights needs log access or Cloudflare Worker deployment.
Sophyx edge
Done-for-you mode
AI Marketing Agent runs the visibility loop end to end. You approve, it ships.
Actions are recommendations. The team executes them.
Sophyx edge
Public pricing
Lite $39/mo, Pro $89/mo, Agency Lite $99/mo, Agency Pro $399/mo. Free brand analysis without an account.
Starter around €85 to €89/mo, Pro around €199/mo, Advanced custom, Enterprise custom. Unlimited users on self-serve tiers.
Sophyx edge
Case studies / proof
Blunt Hair Studio (#1 in ChatGPT for 17+ queries, +45% reach in 2 weeks) and NovaCRM (+62% AI visibility, 23+ queries, 2x inbound leads in 6 weeks).
Marketer-focused testimonial set. Public references include a 10x visibility gain for Momentum and a 5x year-over-year lift in LLM traffic and demo requests.
Comparable
Unique differentiators
Knowledge-graph diagnosis, prioritized fix engine, JSON-LD / llms.txt / robots.txt outputs, AI Gateway, Agent Memory, AI Marketing Agent.
AI visibility platform that shows what is broken and ships the fix. Built for founders, agencies, and lean teams that need action.
Peec AI
AI search analytics for marketing teams that turns prompt, ranking, and citation insight into action items.
Core workflow
Sophyx edge
Sophyx
Crawl, knowledge graph, prompt test, gap detection, prioritized fixes, content and technical outputs shipped for you.
Peec AI
Prompts then rankings and visibility then sources then actions then reporting and export.
Action vs measurement
Sophyx edge
Sophyx
Diagnosis plus implementation. Sophyx writes the JSON-LD, the llms.txt, the comparison page, the FAQ, the blog post. You approve and ship.
Peec AI
Measurement plus recommendations. Peec tracks rankings and surfaces actions. Implementation happens outside the tool.
Technical AI-readiness layer
Sophyx edge
Sophyx
JSON-LD Builder, llms.txt Generator, and robots.txt Generator are core product modules. Outputs are knowledge-graph-informed and ready to ship.
Peec AI
Public docs emphasize reporting, actions, and crawl insights rather than first-party generation of JSON-LD, llms.txt, or robots.txt.
Content generation
Sophyx edge
Sophyx
Gap-driven landing pages, FAQs, comparison pages, blog posts, and use-case pages. Briefs pull from your Agent Memory and Knowledge Graph.
Peec AI
Actions surface what to publish or improve. The writing and shipping live in your stack.
Hosted AI surface
Sophyx edge
Sophyx
AI Gateway publishes a machine-readable .md and .html replica of your site at llms.yourbrand.com. AI crawlers read your replica directly.
Peec AI
Not in scope. Peec is an analytics product, not a hosted AI surface.
AI engine coverage
Comparable
Sophyx
Docs name ChatGPT, Gemini, Claude, and Perplexity. Homepage adds DeepSeek and Grok.
Peec AI
Public docs cover the major frontier engines and emphasize daily updates and source coverage across LLM citations.
Prompt intelligence
Peec edge
Sophyx
Prompt Optimization tests real queries across engines. Bad prompts become content tasks. Prompt-gap-to-page execution.
Peec AI
Prompt setup and suggestion engine, share of voice, sentiment, position, and source visibility. Strong analytics depth on prompts.
Citation and source analysis
Peec edge
Sophyx
Citation Recovery Plan turns missing or weak citations into prioritized fixes per page.
Peec AI
Source-level visibility breaks down which domains AI cites and how that changes day over day.
Reporting and exports
Peec edge
Sophyx
In-product dashboards plus generated assets you publish to your stack. Public Looker / MCP detail is less central in marketing.
Peec AI
Looker Studio connector, MCP server for AI assistants, and an enterprise API are documented for export and analytics workflows.
Crawler and bot analytics
Peec edge
Sophyx
Focuses on external AI answer visibility and technical readiness. No server-log integration required.
Peec AI
Crawl Insights via Cloudflare Workers or CSV / CLF server-log upload. Requires log access or worker deploy.
Seats and collaboration
Peec edge
Sophyx
Per-workspace isolation per brand. Agency plans target multi-client workflows.
Peec AI
Unlimited users on Starter, Pro, and Advanced public tiers. Collaboration is a public selling point.
Security and compliance
Comparable
Sophyx
Public privacy policy, secure-server language, and per-workspace isolation. No public SOC 2 / HIPAA certification page.
Peec AI
Public comparison page states Peec is pursuing SOC 2 rather than already holding it.
Setup friction (no time)
Sophyx edge
Sophyx
Free brand analysis without an account. Onboarding under two minutes. No CMS, server, or analytics access required.
Peec AI
Self-serve sign-up. Prompt setup is fast. Crawl Insights needs log access or Cloudflare Worker deployment.
Done-for-you mode
Sophyx edge
Sophyx
AI Marketing Agent runs the visibility loop end to end. You approve, it ships.
Peec AI
Actions are recommendations. The team executes them.
Public pricing
Sophyx edge
Sophyx
Lite $39/mo, Pro $89/mo, Agency Lite $99/mo, Agency Pro $399/mo. Free brand analysis without an account.
Peec AI
Starter around €85 to €89/mo, Pro around €199/mo, Advanced custom, Enterprise custom. Unlimited users on self-serve tiers.
Case studies / proof
Comparable
Sophyx
Blunt Hair Studio (#1 in ChatGPT for 17+ queries, +45% reach in 2 weeks) and NovaCRM (+62% AI visibility, 23+ queries, 2x inbound leads in 6 weeks).
Peec AI
Marketer-focused testimonial set. Public references include a 10x visibility gain for Momentum and a 5x year-over-year lift in LLM traffic and demo requests.
Unique differentiators
Comparable
Sophyx
Knowledge-graph diagnosis, prioritized fix engine, JSON-LD / llms.txt / robots.txt outputs, AI Gateway, Agent Memory, AI Marketing Agent.
Edge labels are based only on what each vendor publishes on their own website. If something is unspecified in public materials, we mark it as comparable rather than as a strength or weakness.
Best-fit use cases
Self-qualify in under a minute.
Read the two lists. Pick the one that sounds most like the move you need to make this week.
Choose Sophyx if
Sophyx
You are a founder, agency, or side hustler who needs the fix, not the dashboard.
You do not have CMS access, server logs, or a data analyst on call.
You want JSON-LD, llms.txt, and robots.txt outputs shipped for you.
You want the AI Marketing Agent running the loop while you sleep.
You want a hosted AI replica at your subdomain (the AI Gateway).
You want a free brand analysis without an account before paying.
You are a marketing analyst who lives in dashboards and Looker Studio.
You need daily prompt tracking with sentiment and share of voice.
You need source-level citation breakdown across LLMs.
You want unlimited users on the self-serve tier as a hard requirement.
You need MCP-server access for AI assistants in your analytics stack.
You can deploy a Cloudflare Worker or upload server logs for Crawl Insights.
Peec AI publishes their pricing and enterprise contact pathways on their website.
Pricing, on the public record
Self-serve from $39 vs around €85 to €89.
Sophyx publishes self-serve pricing starting at $39/mo and a free brand analysis without an account. Peec AI publishes a Starter tier around €85 to €89/mo with unlimited users. Both vendors update packaging from time to time. We track changes as they are publicly posted.
Sophyx
Lite$39 / mo
Pro$89 / mo
Agency Lite$99 / mo
Agency Pro$399 / mo
PPeec AI
Starter~ €85 to €89 / mo
Pro~ €199 / mo
AdvancedCustom
EnterpriseCustom
Two operating models
Sophyx ships a fix loop. Peec ships a measurement loop.
Both platforms measure AI visibility. The difference is what they do with the signal.
Sophyx
Diagnose then ship
01Knowledge graph
02Prompt testing
03Gap detection
04Prioritized fixes
05Content + technical outputs
06Re-measurement
PPeec AI
Measure then recommend
01Prompt setup
02Rankings and visibility
03Sources
04Actions
05Reporting and export
Proof and trust
What we will stand behind, publicly.
We do not claim parity on enterprise security or analytics depth unless we can substantiate it. Here is what Sophyx will defend on the public record.
Free AI visibility audit. No credit card.
30-day money-back on paid plans.
Built by marketers who have trained 5,000+ businesses.
Invest Ottawa startup-ecosystem member.
Sources, as of May 28, 2026
Every claim on this page anchors to a public, vendor-owned URL.