Peec AI ↗
Peec AI · focused AI-search visibility monitoring
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The selection guideSource-backed research ↗
AI Search Monitoring / Hosted AI marketing platform with GEO visibility monitoring, ecommerce workflows, and a hosted MCP server.
Kooga
AI marketing platform with GEO visibility tracking and an MCP connector
GEO visibility monitoringEcommerce marketing operationsMCP-connected AI assistant workflows
Why it stands out
Concrete GEO workflow across five named AI engines.
Source review: · Public-source research, not a hands-on test
Kooga is newly visible in the public MCP ecosystem. Public evidence supports documented scope, pricing, and endpoint availability, but not independent GEO accuracy, customer satisfaction, or business outcomes.
↗ Best for
Ecommerce brands using Shopify or WordPress/WooCommerce.
! Know before you buy
No checked source independently validates citation completeness, sentiment accuracy, rankings, traffic lift, conversions, revenue impact, security posture, uptime, or customer satisfaction.
01 / Editorial assessment
Is Kooga for you?
The AICiteKit take
Kooga is a credible new option for ecommerce teams that want AI-search visibility inside a wider marketing operating system. Its official pages document prompt probes, engine-level visibility, cited sources, competitors, tasks, AI referrals, public pricing, and a live MCP integration. The tradeoff is breadth and evidence maturity: public sources are mostly vendor-controlled, and the independent Glama signal reviews MCP tooling rather than GEO results. Shortlist it when content, store, email, and GEO workflows belong together; choose a narrower or API-first platform when reproducible cross-vendor measurement and independent outcome validation matter more.
A good fit if you are…
- Ecommerce brands using Shopify or WordPress/WooCommerce.
- Agencies managing multiple workspaces and assistant workflows.
- Teams able to define stable buyer, brand, and competitor prompt sets.
- Technical users who can manage MCP scopes and confirmations.
Consider another option if…
- Buyers wanting a pure visibility dashboard.
- Teams requiring independent validation of citation or revenue outcomes.
- Organizations needing a public API rate card and full regional/model matrix before procurement.
- Non-technical teams unwilling to review assistant permissions.
02 / Scope, not promises
Features & coverage
- Named AI engines
ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews are named in Kooga's product and pricing pages.
Archived research · Public pages checked 2026-10-27.Research excerpt · GEO visibility and prompt monitoring- Visibility metrics
The docs define visibility rate, competitor-based average position, samples, sentiment, by-prompt views, and cited sources.
Archived research · Official documentation checked 2026-10-27.Research excerpt · Quick facts- Plan limits
AI-visibility engine coverage, prompt quotas, cadence, manual checks, workspace members, articles, conversations, and contacts vary by plan; unused monthly allowances do not roll over.
Archived research · Public pricing checked 2026-10-27.Research excerpt · Pricing and limits- MCP availability
The active registry entry lists version 1.0.0 and the Streamable HTTP endpoint https://mcp.kooga.io/mcp; the repository documents OAuth 2.1 or access-token sign-in.
Archived research · Registry and public integration pages checked 2026-10-27.Research excerpt · MCP integration
Prompt-based GEO monitoring
Kooga documents scheduled buyer, brand, and competitor prompts across named AI engines, with visibility, recommendation, position, sentiment, and answer views. Public documentation does not fully specify sampling or model-version controls.
Cited sources and action tasks
The product page describes cited domains and pages, search context, task cards, re-checks, and content-gap actions. These are vendor-stated workflow capabilities, not independent evidence of citation completeness.
Commerce and AI traffic context
Kooga connects visibility work to Shopify or WordPress/WooCommerce workflows and advertises AI-referral visitors, orders, and revenue. Detectable referrals are not a census of AI influence.
Hosted MCP assistant access
The hosted MCP endpoint supports assistant connections, workspace permissions, and confirmation-gated actions. Glama's independent listing reports a broad 65-tool surface and a 3.8/5 technical description score, not product efficacy.
A focused evaluation workflow
- Define stable buyer, brand, competitor, language, and persona prompts.
- Connect the site, commerce, analytics, and workspace permissions.
- Run scheduled probes and inspect answers, sources, competitors, and sentiment.
- Convert evidence gaps into reviewed tasks or content drafts.
- Compare AI-referral observations with prompt results using a fixed change log.
- Validate quotas, retention, API/MCP, security, and regional terms before scaling.
03 / Commercial boundaries
Pricing & limits
Terms below reflect the 2026-10-27 source review, not a new live quote. Confirm currency, billing term, tax and required scope with the provider.
- Public pricing
Monthly plans are €99, €199, €499, and €999; Enterprise is custom; annual billing is advertised at about 20% less.
Archived research · Public pricing checked 2026-10-27.Research excerpt · Pricing and limits- Plan limits
AI-visibility engine coverage, prompt quotas, cadence, manual checks, workspace members, articles, conversations, and contacts vary by plan; unused monthly allowances do not roll over.
Archived research · Public pricing checked 2026-10-27.Research excerpt · Pricing and limits
Pricing context & qualifications
Kooga’s pricing page checked 2026-10-27 lists €99, €199, €499, and €999 monthly plans, Enterprise custom, a 7-day no-card trial, and annual billing advertised at about 20% less. Limits vary by engine coverage, prompts, cadence, manual checks, members, articles, conversations, and contacts. A complete top-up price list, public API rate card, and retention schedule were not found.
04 / The tradeoffs
Strengths & weaknesses
Reasons to shortlist
- Concrete GEO workflow across five named AI engines.
- Connects prompt findings to cited sources, tasks, content, and AI traffic.
- Public pricing exposes engine, prompt, cadence, member, and contact limits.
- Active MCP registry entry with documented confirmation boundaries.
Reasons to pause
- Independent customer and efficacy evidence is currently sparse.
- Sampling, localization, model-version, and retention details are not fully public.
- Essentials covers only 2 of 5 named engines and quotas vary by plan.
- A 65-tool MCP surface can impose agent selection burden.
No checked source independently validates citation completeness, sentiment accuracy, rankings, traffic lift, conversions, revenue impact, security posture, uptime, or customer satisfaction.
05 / Choose by the job
Alternatives to consider
Editorial fit comparisons—not performance rankings or claims that one option always wins.
Profound ↗
Profound · enterprise-oriented AI-search intelligence and reporting
Yotpo Discover ↗
Yotpo Discover · ecommerce discovery and AI-shopping visibility
06 / What we can substantiate
Reviews & evidence
Independent customer feedback is currently insufficient for a representative review summary. The official MCP registry confirms an active server, and Glama provides a bounded technical signal: ownership verified, healthy last test, 65 tools, and TDQS 3.8/5. These signals do not establish customer satisfaction, citation accuracy, or business outcomes.
AICiteKit assessment: public-source research, not a hands-on product test. Official materials establish stated scope; reviews are dated and may concern the broader platform. Neither establishes guaranteed citations, traffic or revenue.
Sources & original verification dates
| Source | Evidence type | Checked |
|---|---|---|
| Kooga AI visibility product page ↗ | Official product page | |
| Kooga pricing ↗ | Official pricing page | |
| Kooga AI Visibility documentation ↗ | Official documentation | |
| Kooga connect an assistant guide ↗ | Official integration guide | |
| Kooga MCP repository ↗ | Official public repository | |
| Official MCP registry Kooga entry ↗ | Independent registry surface | |
| Glama Kooga MCP connector ↗ | Independent MCP technical review | |
| Kooga privacy policy ↗ | Official privacy policy |
Original review evidence & date context
Preserved from the published research. Dates, review counts and product-scope qualifications below have not been refreshed by this layout migration.
Evidence snapshot
| Source | Public signal | What it supports | Confidence |
|---|---|---|---|
| Kooga AI visibility | Five named engines, prompts, sources, tasks, AI traffic | Vendor-stated scope | Medium; vendor source |
| Kooga pricing | €99–€999 plans, quotas, cadence, trial | Current commercial boundary | High for checked page |
| Official MCP registry | Active 1.0.0 entry and remote endpoint | Existence and active publication | High for registry facts |
| Glama | Healthy test, 65 tools, TDQS 3.8/5 | Independent technical signal | Medium; not GEO efficacy evidence |
No checked source independently validates citation completeness, rankings, traffic lift, conversions, revenue impact, security, uptime, or customer satisfaction.
Research notes & unresolved discrepancies
- Official product, pricing, docs, MCP repository, and privacy policy checked 2026-10-27.
- The MCP registry and Glama were used as independent technical/registry evidence, not as product efficacy proof.
- Product-page sample metrics are illustrative UI content, not verified customer case-study results.
- Product Hunt, Peerlist Launchpad, Indie Hackers, and DevHunt were partially blocked or dynamically inaccessible during discovery and were not claimed as successful checks.
Layout migration: October 4, 2026. The original MDX research is retained in the repository; this reorganization does not refresh its factual verification dates.