1 category · Named, not rankedEnrich Labs
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AI marketing agents | Marketing | 2% | 13 of 157 | 0% | 8 | under 10 labels · led by HubSpot Breeze at 24% |
Movement
By model
How each model treated Enrich Labs across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 1 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Enrich Labs is scored 9.6/10 in a 2026 test for being the only platform that “plans, creates, publishes, and optimizes across every channel end to end, from $39/mo.”” Muse Glimmer 30B · AI marketing agents · comparative prompt · first choice
“Enrich Labs leads for complete marketing execution with a team of specialist agents” Claude Haiku 4.5 · AI marketing agents · comparative prompt · first choice
“1. Enrich Labs — Composite score 4.60, best if the bottleneck is content” Claude Haiku 4.5 · AI marketing agents · direct prompt · first choice
“Other options include Enrich Labs, which scored 9.6/10 on their rubric and starts at $39/mo” Llama 4 Maverick · AI marketing agents · budget prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Named alongside
The products named in the same answers as Enrich Labs, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Enrich Labs was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 9 of the 9 answers that named Enrich Labs and are not a share of its labels.
Domains cited
Twenty-five of the thirty-four domain citations in answers naming Enrich Labs came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Case study | 281 | undated | |||
| Blog | 254 | undated | SEO, Social media | ||
| Glossary or explainer | 53 | undated | |||
| Comparison | 26 | undated | |||
| Report or ebook | 25 | undated | |||
| Webinar or virtual event | 8 | undated | |||
| News or press | 6 | undated | |||
| Template or tool | 4 | undated | |||
| Conference or event | 3 | undated | |||
| Podcast or video | 2 | undated |
How it is countedHide how it is counted
Every page enrichlabs.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name SEO (12); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow Enrich Labs
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Enrich Labs's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Enrich Labs, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Enrich Labs by email, built from the raw record of the edition. It shows:
- where Enrich Labs is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Enrich Labs, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.