Research
Envoyra Customer Zero
We use Envoyra to monitor Envoyra.
The same weekly scan we run for customers also runs on our own brand. We publish where we started, what we changed, and what happened, so you can check how we measure ourselves.
Last updated · 2026-10-03
Executive Summary
In June 2026 we checked how AI assistants recommend Envoyra in our own category. Envoyra was not named in any answer from our four AI assistants. Several pages were not yet indexed by Google. And our structured data (hidden labels telling search engines and AI what each page is about) was missing from the pages they actually read.
We fixed the technical problem: the structured data now ships on every page, and an automatic check stops it from breaking again. Then we asked Google to re-index the site. The open question: how long does it take AI assistants to recognize a brand after a fix like this, and what matters most along the way?
Four months later, the answer is not in yet. In our latest weekly scan (2026-09-27), Envoyra was named in 0 of 25 answers on each of four AI assistants. It has been 0 in every weekly scan since June.
This page tracks the answer in public.
Starting State · 2026-06-10
- ●In our own AI Visibility Tools category measurement, Envoyra appeared in 0 of 25 questions per AI assistant across Perplexity, Claude, and ChatGPT Search (scan of 2026-06-07). Gemini joined the weekly scan on 2026-06-14 and also named Envoyra in 0 of 25.
- ●Google had indexed the homepage and /how-ai-chooses, but several other pages including /about, /methodology, and /publications were not yet known to Google before we re-submitted indexing requests.
- ●Our structured data (JSON-LD) was in our source code but missing from the pages crawlers actually receive. It was a build problem we did not catch until the audit.
- ●Brands AI recommended instead included Semrush, Profound, Otterly, and Ahrefs. The first three share the AI visibility category with us; the fourth is an established SEO platform expanding into AI search.
Actions Taken
JSON-LD deployed
Structured data now ships in the page itself on every key page: five blocks on the homepage, three on the founder page, three per publication.
Organization, Person, Article schema live
Links between pages (@id) tie the company to its founder and to every published article.
Sitemap resubmitted
Sent to Google Search Console after the fix, so Google re-reads the changed pages.
Google indexing requests submitted
Manual requests for the homepage, founder page, methodology, publications index, and the category-education page.
LinkedIn Company Page live
Listed in our structured data (sameAs) as an outside profile that confirms who we are.
What We Are Measuring
| Metric | Baseline · 2026-06-10 | Latest · 2026-09-27 | How we read it |
|---|---|---|---|
| Indexed pages | 2 of 32 | Not re-measured | Pages Google has crawled and confirmed in Search Console. |
| Times AI named Envoyra | 0 of 25 on each of 3 AI assistants | 0 of 25 on each of 4 AI assistants | How many of our 25 AI visibility tools questions named Envoyra, per AI assistant, per weekly scan. |
| Brand mentions | 0 across 3 AI assistants | 0 across 4 AI assistants | Every time “Envoyra” came up in the full weekly scan. |
| Founder / company entity | Not linked | Not re-checked | Whether Google links “Golara Serio” to Envoyra in its search info panels. |
| Competitors AI recommends instead | 4 named | 6 named most | The brands AI names most in our category. We watch for changes in who is named, and in what order. |
What Changed Since June
- ●We added Gemini to the weekly scan on 2026-06-14.
- ●We edited one of the 25 questions on 2026-09-04 to fix a brand name (Peak AI to Peec AI). The other 24 are unchanged.
- ●Brands named most on June 7 (75 answers): Semrush in 43, Profound in 37, Otterly in 34, Ahrefs in 31.
- ●Brands named most on September 27 (100 answers): Semrush in 49, Otterly in 39, Profound in 36, Ahrefs in 27, Peec AI in 21, BrightEdge in 15.
- ●Since 2026-09-04 we also run a paid Envoyra Monitor on ourselves: the same product customers buy, with 26 more questions about AI visibility tools across Perplexity, Claude, and ChatGPT.
Recognition vs. Discovery
Our Monitor asks two kinds of questions. Some name Envoyra (“How does Envoyra compare to Semrush?”). Most leave our name out, the way a buyer would ask.
In our latest scan (2026-10-02), when a question named Envoyra, AI assistants described it in 15 of 18 answers. When a question did not name Envoyra, it was named in 0 of 54 answers. That has been 0 in all five weekly scans.
AI assistants can describe Envoyra when asked about it. They do not yet name it when a buyer asks who to use.
The Monitor and the 25-question scan above use different questions and AI assistants, so we report them separately.
What Has Not Changed
The technical problem is fixed. Structured data now ships on every page, and an automatic check stops it from breaking again.
Discovery has not moved. In four months of weekly scans, no AI assistant has named Envoyra in an answer to a question that leaves our name out. We can’t yet say why, or how long it will take. We will keep publishing the numbers either way.
Lessons Learned
Being known is not the same as being recommended.
AI assistants can describe Envoyra when a question names us. That has not yet turned into being named when buyers ask who to use.
What crawlers see matters more than what is in the source code.
Five correct structured-data blocks in our code never reached the live pages, because our build dropped them. So no AI assistant could see them.
Google Search Console verification is not indexing.
Verifying a domain only proves you own it. Pages get into Google through sitemaps, indexing requests, and Google re-reading the site.
How pages link together matters as much as the labels.
Labels on their own pages are weaker than labels that link up. We link our company, founder and articles through shared references (@id). That gives AI assistants one connected picture, not a pile of separate facts.
Outside mentions still matter.
Fixing our own pages was necessary but not enough. Directory listings, customer references, and articles that name us are the rest of the picture.
Want to see how AI recommends your brand?
Run a free Envoyra scan: the same kind of check we run on ourselves, applied to your category.
Request a free scan