Envoyra
Summary
Your brand isn't showing up when buyers ask ChatGPT which product to buy — and you have no way to know if that's true, or how bad it is, until a competitor's name keeps appearing in the answers instead of yours. Envoyra exists to surface that gap.
Envoyra queries ChatGPT, Perplexity, Claude, and Gemini with buying-intent prompts and scores how often your brand appears in the 3–5 slots those engines typically surface per response. It maps which publishers and citations are driving competitor recommendations in your category, then delivers a prioritized content playbook pointing at specific actions to improve your score. The monitoring covers week-over-week movement, so you can tell whether content changes are working. The vendor states this is a paid-only service — no free ongoing tracking — and the platform does not self-host or expose an API, which means every data pull runs through Envoyra's infrastructure on their schedule.
Bottom line: Envoyra is the right call for a marketing or strategy team that needs to stop guessing why AI search isn't surfacing their brand — but if your engineering team wants raw query data piped into your own BI stack, the closed architecture sends you elsewhere.
Pricing Plans
SubscriptionAI Presence Audit
$149 one-time
- 15-25 prompts
- 3 engines
- 1 focus area
- One-time scan
- Summary included
AI Recommendation Monitor
Weekly tracking, up to 3 focus areas
- 25 custom prompts
- Choose 3 engines
- Weekly scans
- Movement tracking
- Email digest
Scale
Full coverage, up to 5 focus areas, all engines
- 75 custom prompts
- All 4 engines
- Weekly scans
- Full journey mapping
- Priority support
Category Benchmark
Unlimited focus areas and strategic sessions
- Unlimited focus areas
- 150+ prompts
- Competitive citation analysis
- Strategic interpretation
View full pricing on envoyra.com →
Pricing may have changed since last verified. Check the official site for current plans.
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Pros
Sign in to edit- Scores brand visibility across four major AI engines simultaneously, so you get a cross-platform gap analysis in one report instead of manually running test queries across each engine and logging results by hand.
- Competitor displacement analysis names which brands are occupying the recommendation slots you are missing, which means strategy teams can benchmark against specific rivals rather than arguing about whether the problem is real.
- Citation mapping identifies which publishers are feeding AI recommendations in your category, so content and SEO teams have a prioritized list of outlets to target rather than producing content with no anchor to what the engines actually read.
- Week-over-week tracking measures movement in your recommendation score, which means you can tell whether a content or PR push changed your standing — without that, changes look like guesses.
Cons
Sign in to edit- No API and no self-hosted option means your data lives in Envoyra's system. Teams that need AI visibility metrics flowing into a BI dashboard or data warehouse hit this wall immediately and are back to manual exports.
- The four engines covered are general-purpose AI assistants. If your buyers are using industry-specific AI tools, vertical search products, or enterprise deployments with custom retrieval, those surfaces go unmeasured — and there is no mechanism to add custom engines.
- A team that needs query-level transparency — the exact prompts used, full response text, statistical methodology — will find the vendor's materials do not describe that level of access. When an auditor or executive asks how the score was calculated, you are dependent on Envoyra's documentation rather than your own reproducible query logs. Teams requiring that auditability switch to building their own query harness against model APIs.
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About
- Platforms
- Web dashboard
- API Available
- No
- Self-Hosted
- No
- Last Updated
- 2026-06-12T08:18:23.556Z
Best For
Who it's for
- Brands seeking AI visibility data
- Marketing and strategy teams
- Agencies managing multi-category presence
- Companies tracking AI search performance
What it does well
- Track brand visibility in AI recommendations
- Monitor competitor displacement in AI outputs
- Analyze buyer journey presence across AI engines
- Measure week-over-week changes in recommendation slots
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Frequently Asked Questions
- Is Envoyra free?
- Envoyra is a paid tool. No permanent free tier is offered.
- Is Envoyra open source?
- No — Envoyra is a closed-source tool. Source code is not publicly available.
- What platforms does Envoyra support?
- Envoyra is available on: Web dashboard.
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Curated lists that include this category
Most brands discover their AI search problem the wrong way: a sales rep mentions that a prospect said ‘ChatGPT told me to use your competitor.’ Envoyra runs structured buying-intent queries against ChatGPT, Perplexity, Claude, and Gemini, aggregates how frequently your brand earns a recommendation slot, and delivers that data as a scored report with competitor displacement analysis and citation attribution. The core workflow moves from score → gap → action: you see where you are invisible, which competitors fill the space, and which publishers are feeding the AI answers that exclude you.
The differentiating feature is the citation mapping layer. Rather than just telling you that a competitor ranks higher, Envoyra identifies which third-party publishers and content sources are driving AI recommendations in your category — which gives content and SEO teams a concrete target list instead of a vague directive to ‘create more content.’
This tool fits brand and agency teams running quarterly or ongoing AI search audits across multiple categories. It does not fit teams that need API access, self-hosted data pipelines, or real-time query-level logs. The platform covers four engines as listed by the vendor; coverage does not extend to enterprise or vertical-specific AI tools your buyers may also be using. Teams that need to correlate AI visibility data with CRM pipeline or ad performance data will need to do that correlation manually — no integrations are described in the vendor’s materials.