| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Client onboarding platforms | Customer | 13% | 2 of 104 | 16% | 50 | accepted challenger | |
| Digital adoption and onboarding | Customer | 0% | 36 of 45 | 0% | 1 | under 10 labels · led by Userpilot at 30% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 3 | 2 | 1 | 6 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.20 | 0 | 3 | 0 | 1 | 4 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 1 | 4 |
| Llama 4 Maverick | 1 | 1 | 1 | 1 | 4 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 3 | 1 | 5 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 2 | 2 | 0 | 0 | 4 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 1 | 2 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Purpose-built for complex B2B implementations; combines project execution, customer engagement, automation, AI-driven intelligence, and portfolio visibility” MiniMax M2.5 · Client onboarding · comparative prompt · first choice
“If you need to manage tasks, timelines, and vendors for a client implementation, choose GuideCX or Rocketlane.” GLM 4.7 FlashX · Client onboarding · comparative prompt · first choice
“GUIDEcx is frequently highlighted as the best client onboarding platform for mid-market B2B companies” Mistral Small · Client onboarding · direct prompt · first choice
“GUIDEcx is widely recognized as the best client onboarding platform for mid-market B2B companies.” MiniMax M2.5 · Client onboarding · direct prompt · first choice
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.
“Proceed with Extreme Caution ... Rocketlane and GUIDEcx carry the heaviest documented baggage” Qwen 3.7 Flash · Client onboarding · negative prompt · hard negative
“Heavyweight, enterprise onboarding tools (like GUIDEcx, Rocketlane, or ChurnZero) are excellent but often cost hundreds or thousands of dollars a month.” Gemini 3.5 Flash · Client onboarding · budget prompt · soft negative
“GUIDEcx has a 4.6/5 rating across 460+ reviews, but a steep learning curve is the most-cited complaint” Claude Haiku 4.5 · Client onboarding · negative prompt · soft negative
“GUIDEcx: While it has AI-powered features, it lacks AI content creation and has a slow setup process.” Llama 4 Maverick · Client onboarding · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 136 of the 138 answers that named GUIDEcx and are not a share of its labels.
505 of the 564 domain citations in answers naming GUIDEcx came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 131 | 12 | 2026-09-22 | ||
| News or press | 59 | 0 | 2023-03-01 | ||
| Webinar or virtual event | 46 | 0 | 2025-10-03 | ||
| Case study | 30 | 0 | 2025-12-18 | ||
| Comparison | 17 | 2 | 2026-09-16 | ||
| Glossary or explainer | 17 | 0 | 2024-05-29 | ||
| Report or ebook | 13 | 0 | 2023-10-23 | ||
| Podcast or video | 8 | 0 | 2023-10-26 | ||
| Template or tool | 6 | 0 | 2026-04-07 | ||
| Conference or event | 3 | 0 | 2024-09-05 |
Every page guidecx.com 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. 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.
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.
What GUIDEcx's own pages state, read October 5, 2026: guidecx.com, guidecx.com/products/pricing, guidecx.com/resource-center/case-studies, guidecx.com/products/integrations. A claimed page can correct any of them.
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 GUIDEcx'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 GUIDEcx, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for GUIDEcx by email, built from the raw record of the edition. It shows:
GUIDEcx is among the products AI models recommend first in Client onboarding platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.