Profound ↗
Enterprise answer-engine intelligence and reporting are preferred.
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The selection guideSource-backed research ↗
AI Search Monitoring / Generative Engine Optimization software and managed activation platform
Minddex
Generative Engine Optimization software for measuring and improving brand visibility in AI answers
AI visibility monitoringCitation and source analysisGEO activation
Why it stands out
Clear GEO identity with a measurement-to-activation workflow.
Source review: · Public-source research, not a hands-on test
↗ Best for
Enterprise brands, publishers, and agencies working across countries, languages, or product territories.
! Know before you buy
No checked source proves citation precision, repeatability, causal visibility lift, traffic, conversion, pipeline, or revenue impact.
01 / Editorial assessment
Is Minddex for you?
The AICiteKit take
Minddex is a credible new GEO candidate for buyers that want more than a visibility score. Its official pages describe measurement across six named AI surfaces, source and territory analysis, activation, alerts, and reporting, while independent French trade coverage corroborates a real Prisma Media partnership. The evidence is stronger for identity and advertised scope than for product quality or outcomes: no public customer-rating sample, controlled benchmark, or hands-on test was found, and lift claims remain vendor or partner evidence. Consider Minddex for an enterprise pilot, but require raw answers, citations, model/version coverage, fixed-prompt measurement, data-processing terms, and a design that separates visibility observations from traffic or revenue impact.
A good fit if you are…
- Enterprise brands, publishers, and agencies working across countries, languages, or product territories.
- Marketing, PR, content, and media teams needing cited-source and recommendation-territory analysis.
- Buyers wanting a managed or consultative GEO activation layer alongside monitoring and reporting.
- European organizations evaluating French hosting and GDPR procurement requirements.
Consider another option if…
- Small teams needing published monthly pricing and instant self-serve onboarding.
- Buyers requiring independently benchmarked citation accuracy or ROI.
- Researchers seeking public prompt panels, model versions, confidence intervals, or raw datasets.
- Teams needing only a simple low-cost recurring prompt tracker.
02 / Scope, not promises
Features & coverage
- Named AI surfaces
ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, and Google AI Mode are named on the official English page.
Archived research · Research dated 2026-10-22; confirm exact model versions and regionsResearch excerpt · Multi-engine visibility measurement- GEO workflow
Measure GEO score/share of voice/position, analyze cited sources and recommendation territories, activate content, and monitor alerts and reports.
Archived research · Research dated 2026-10-22; confirm contracted modulesResearch excerpt · How the workflow works- Refresh and coverage
Weekly refresh is advertised, customizable up to daily; unlimited seats, every country, and every language are advertised.
Archived research · Research dated 2026-10-22; confirm plan eligibility and quotasResearch excerpt · Pricing and limits
Multi-engine visibility measurement
Minddex names ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews, and Google AI Mode and describes GEO score, share of voice, position, sentiment, and competitor analysis. The public packet does not disclose complete model versions or prompt sampling.
Sources and recommendation territories
The platform says it identifies sources shaping AI answers and groups buyer questions into recommendation territories. This supports source discovery and competitive planning, not a guarantee that a source will be cited or that influence weights are independently calibrated.
Activation and monitoring
Official materials describe content/page recommendations, source priorities, generated content, alerts, and reports. Publishing permissions, API access, white-label scope, and approval controls remain procurement questions.
French hosting and commercial boundary
Minddex identifies KORTAIX SAS in Paris and says it is hosted in France. The terms refer plan quotas, supported LLMs, and pricing to the platform pricing page; request the DPA, retention, export, and written quote.
A focused evaluation workflow
- Define brands, products, competitors, markets, languages, and buyer questions.
- Measure visibility, position, sentiment, and share of voice across the configured engines.
- Inspect cited sources and recommendation territories for gaps and competitive openings.
- Prioritize pages, content, sources, or media activations to test.
- Monitor mentions, competitor movement, and sentiment on the agreed refresh schedule.
- Compare observations with analytics and CRM data without treating correlation as causal proof.
03 / Commercial boundaries
Pricing & limits
Terms below reflect the 2026-10-22 source review, not a new live quote. Confirm currency, billing term, tax and required scope with the provider.
- Public pricing
Free audit/demo entry point is public; no numeric subscription price or quota matrix was exposed in the checked packet.
Archived research · Research dated 2026-10-22Research excerpt · Pricing and limits
- Independent feedback
No public customer-rating sample, controlled benchmark, or hands-on product test was found; trade coverage corroborates partnership context only.
Archived research · Independent evidence checked 2026-10-22Research excerpt · User feedback and evidence quality
Your buying checklist
Get these answers first.
- Which exact models, versions, surfaces, countries, languages, and prompt samples are included?
- Can buyers export complete answers, citations, timestamps, prompts, and model metadata?
- How are recommendation territories, influence weights, and GEO scores calculated and changed?
- Which activation services, publishing permissions, API, white-label, and approval controls are included?
- What are the price, refresh, quota, retention, DPA, cancellation, and media/content service terms?
Pricing context & qualifications
Research checked 2026-10-22. Public pages expose a free audit/demo but no numeric subscription price, plan quota matrix, or self-serve checkout. The terms refer plans, quotas, refresh frequency, supported LLMs, and pricing to the platform pricing page. Confirm price by brands, prompts, engines, markets, refresh, seats, managed activation, retention, export/API, and cancellation.
04 / The tradeoffs
Strengths & weaknesses
Reasons to shortlist
- Clear GEO identity with a measurement-to-activation workflow.
- Six named AI surfaces are visible in the public product description.
- Source and territory framing supports buyer-question and media planning.
- Public legal identity and French hosting claim create concrete procurement checkpoints.
- Independent French trade coverage corroborates a real Prisma Media partnership.
Reasons to pause
- No numeric public subscription price or complete quota matrix was found.
- Model/version coverage, prompt construction, sampling, localization, retention, and export rules are not fully documented.
- Proprietary GEO metrics and reported lift are not independently calibrated in the checked sources.
- No independent customer-rating sample, controlled benchmark, or hands-on test was found.
- Managed activation may include human services or media scope outside a software subscription.
No checked source proves citation precision, repeatability, causal visibility lift, traffic, conversion, pipeline, or revenue impact.
05 / Choose by the job
Alternatives to consider
Editorial fit comparisons—not performance rankings or claims that one option always wins.
Brandlight ↗
Enterprise visibility and source-influence analytics are preferred.
Peec AI ↗
Focused recurring AI-search visibility monitoring is preferred.
AthenaHQ ↗
Brand-accuracy monitoring with public plan detail is preferred.
06 / What we can substantiate
Reviews & evidence
No meaningful public customer-rating sample, controlled benchmark, or hands-on product test was found. Independent French trade coverage corroborates the Prisma Media partnership and category positioning, not Minddex's measurement accuracy or causal outcomes. Client logos, partner claims, vendor research, and lift figures remain vendor-selected or partner-reported.
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 |
|---|---|---|
| Minddex English product page ↗ | Official product page; named engines, workflow, metrics and hosting claims | |
| Minddex legal terms ↗ | Official legal and commercial terms | |
| CB News: Prisma Media GEO partnership ↗ | Independent trade coverage; partnership context, not product validation | |
| The Media Leader: Content for LLM ↗ | Independent trade coverage; partnership context, not product validation | |
| Minddex research page ↗ | Official research and methodology context | |
| CitedIndex Minddex listing ↗ | Directory discovery source; not quality evidence |
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 checked 2026-10-22. Official pages support product identity, six named AI surfaces, source and territory analysis, activation, alerts, reporting, French publisher identity, and hosting claims. CB News and The Media Leader corroborate the Prisma Media partnership and market context, not measurement accuracy. No checked source proves citation precision, repeatability, causal visibility lift, traffic, conversions, pipeline, or revenue.
Pilot checks
- Export raw answers, citations, prompts, timestamps, model/version, market, and language.
- Recalculate GEO score, share of voice, position, sentiment, and influence weights on a fixed panel.
- Confirm territory methodology and activation ownership.
- Reconcile price, quotas, refresh, retention, DPA, API, white-label, and cancellation.
- Compare observations with analytics without causal inference.
Research notes & unresolved discrepancies
- Official product, legal, contact, and research pages checked 2026-10-22.
- CB News and The Media Leader were used for independent partnership context, not product validation.
- No public customer-rating sample, controlled benchmark, or hands-on test was found.
- CitedIndex was used for discovery only.
Layout migration: October 4, 2026. The original MDX research is retained in the repository; this reorganization does not refresh its factual verification dates.