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The selection guideSource-backed research ↗
AI Search Monitoring / AI-search visibility monitoring platform
MentionDesk
Daily AI-search visibility monitoring with prompt, competitor, source, and action insights
AI-search visibility monitoringPrompt trackingSource and competitor intelligence
Why it stands out
Names eight relevant AI-search platforms.
Source review: · Public-source research, not a hands-on test
↗ Best for
Marketing teams establishing an AI-search visibility baseline.
! Know before you buy
SourceForge and Slashdot listings do not expose a meaningful product-specific customer-rating sample; Slashdot states no user reviews
01 / Editorial assessment
Is MentionDesk for you?
The AICiteKit take
MentionDesk is a plausible shortlist candidate for teams that want daily prompt monitoring across eight named AI platforms, archived responses, competitor context, source mapping, and a weekly action queue. Its public plans expose concrete prompt, response, domain, and price limits, making a bounded trial possible. Evidence is stronger for advertised scope and current commercial terms than for quality or outcomes: SourceForge and Slashdot provide external listings but no meaningful independent customer-rating sample, while the vendor's 4.9-star and 800+ brand claims are not independently sourced on the checked page. No checked source proves citation precision, repeatability, traffic lift, or revenue attribution. Test a fixed prompt panel, raw-answer exports, response-unit economics, and action-plan recommendations before purchase.
A good fit if you are…
- Marketing teams establishing an AI-search visibility baseline.
- Agencies tracking multiple domains and recurring reports.
- Content and SEO teams investigating cited sources and competitors.
- Teams wanting public tier limits and a short trial before committing.
Consider another option if…
- Buyers requiring independently audited visibility or citation scores.
- Enterprises needing a public API, SSO, security, retention, or white-label matrix.
- Teams seeking traditional keyword rankings, backlink crawling, or full technical SEO.
- Organizations expecting action recommendations to prove causal revenue impact.
02 / Scope, not promises
Features & coverage
- AI platforms
ChatGPT, Perplexity, Gemini, Microsoft Copilot, Google AI Mode, Claude, DeepSeek, and Mistral are named on the official homepage
Archived research · Official homepage wordingResearch excerpt · Core features and boundaries- Monitoring outputs
Visibility score, total and unique mentions, average position, AI responses, historical trends, competitor comparisons, and source mapping are advertised
Archived research · Official product workflowResearch excerpt · Core features and boundaries- Public limits
Lite: 25 prompts, 6,000 AI responses, 1 domain; Standard: 50 prompts, 12,000 responses, 3 domains; Growth: 100 prompts, 24,000 responses, 5 domains; Advanced: 200 prompts, 48,000 responses, unlimited domains
Archived research · Official pricing cards checked 2026-10-21Research excerpt · Pricing and limits- Independent feedback
SourceForge and Slashdot listings do not expose a meaningful product-specific customer-rating sample; Slashdot states no user reviews
Archived research · Independent listing checksResearch excerpt · User feedback and evidence quality
Multi-platform visibility monitoring
Track brand visibility, mentions, position, and answers across eight named AI platforms, subject to plan and regional entitlement confirmation.
Prompt and response intelligence
Review prompt metrics, historic trends, archived AI responses, competitor comparisons, and source maps.
Weekly action plan
Use the Action Center's advertised ranked opportunities, evidence links, checklists, and follow-up status to prioritize investigation and rechecks.
A focused evaluation workflow
- Add a domain, brand, competitors, and a stable prompt panel.
- Collect recurring answers across the selected AI platforms.
- Review metrics, raw responses, citations, competitors, and source maps.
- Use the Action Center to prioritize hypotheses and record changes.
- Re-run the same sample and compare raw evidence over time.
03 / Commercial boundaries
Pricing & limits
Terms below reflect the 2026-10-21 source review, not a new live quote. Confirm currency, billing term, tax and required scope with the provider.
- Lite price
Lite is displayed at $79/month after a 3-day trial
Archived research · Official pricing cards checked 2026-10-21Research excerpt · Pricing and limits- Public limits
Lite: 25 prompts, 6,000 AI responses, 1 domain; Standard: 50 prompts, 12,000 responses, 3 domains; Growth: 100 prompts, 24,000 responses, 5 domains; Advanced: 200 prompts, 48,000 responses, unlimited domains
Archived research · Official pricing cards checked 2026-10-21Research excerpt · Pricing and limits
Your buying checklist
Get these answers first.
- Which model versions, countries, languages, and account states are included in each plan?
- How is an AI response unit counted across eight platforms and prompt runs?
- Can the account export raw answers, cited URLs, timestamps, and score inputs?
- What are the API, retention, seats, permissions, security, and white-label boundaries?
- How does the Action Center distinguish observed correlation from causal visibility or revenue impact?
Pricing context & qualifications
The official homepage checked 2026-10-21 displays Lite at $79/month, Standard at $149/month, Growth at $279/month, and Advanced at $549/month after a 3-day trial. It also shows yearly billing with a 15% off signal and a custom plan. Confirm annual dollar values, response-unit resets, exports, retention, and enterprise terms.
04 / The tradeoffs
Strengths & weaknesses
Reasons to shortlist
- Names eight relevant AI-search platforms.
- Combines prompt metrics with archived responses and source mapping.
- Publishes concrete prompt, response, domain, and price tiers.
- Adds a weekly action workflow instead of only an aggregate score.
- A 3-day trial allows a bounded data-quality check.
Reasons to pause
- Vendor rating and brand-count claims are not independently sourced.
- No representative independent review sample, controlled benchmark, or hands-on test found.
- Public score, sampling, model-version, and response-count methodology is incomplete.
- API, exports, retention, SSO, permissions, security, and white-label limits are not public.
- Visibility observations do not prove citation accuracy, causal lift, traffic, conversions, or revenue.
SourceForge and Slashdot listings do not expose a meaningful product-specific customer-rating sample; Slashdot states no user reviews
05 / Choose by the job
Alternatives to consider
Editorial fit comparisons—not performance rankings or claims that one option always wins.
06 / What we can substantiate
Reviews & evidence
Independent listings support MentionDesk's product identity but expose no meaningful customer-rating sample; the vendor homepage's 4.9-star claim is not independently sourced in this packet.
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 |
|---|---|---|
| MentionDesk homepage ↗ | official | |
| MentionDesk terms of use ↗ | official | |
| MentionDesk Reviews in 2026 ↗ | independent | |
| MentionDesk Reviews - 2026 ↗ | independent | |
| Top MentionDesk Alternatives & Competitors ↗ | independent | |
| GEO tool directory snapshot 2026-10-13 ↗ | directory |
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.
Official homepage and terms support product identity, named platform scope, workflow, operator context, and public commercial signals. SourceForge and Slashdot provide independent listing context and sparse/no-review evidence; G2 provides an alternatives surface without a usable review sample. No checked source proves citation precision, repeatability, score accuracy, traffic, conversion, or revenue outcomes. The dated snapshot is discovery-only.
Research notes & unresolved discrepancies
- Official homepage supports eight named platforms, daily tracking, prompt metrics, response history, source intelligence, Action Center, and displayed plan limits.
- The homepage's 4.9-star and 800+ brands claims are vendor-selected evidence because no review source or auditable sample is identified.
- SourceForge and Slashdot are independent product listings; their absence of ratings is evidence about public feedback availability, not a negative quality rating.
- Treat visibility scores, source maps, and Action Center wins as configured observations until a fixed-sample pilot validates repeatability and usefulness.
Layout migration: October 4, 2026. The original MDX research is retained in the repository; this reorganization does not refresh its factual verification dates.