The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft Excel is first at 22%.
Microsoft Excel is first at 19%. 2 of 14 models made it the first choice when asked directly.
Anaplan is first at 59%.
“Limelight is a good option for mid-market FP&A teams that want finance-owned models connected to enterprise resource planning (ERP) actuals.”Llama 4 Maverick · Direct question · first choice
“Top Recommendation: Limelight ... frequently cited as the leading modern CPM platform specifically for the mid-market”Qwen 3.7 Flash · Paraphrase question · first choice
“I recommend starting with demos from Limelight and Datarails/Cube”Qwen 3.7 Flash · Direct question · first choice
“Limelight stands out as a no-code, user-friendly platform with strong ERP/CRM integrations and flexible modeling.”Claude Haiku 4.5 · Comparative question · alternative
“Starter plan at $1,399/month (~$16,800/year). More expensive”Kimi K2 · Budget-constrained question · warning
The products named in the same answers as Limelight, over the 50 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 38 | 2 | View → | |
| 35 | 6 | View → | |
| 31 | 7 | View → | |
| 31 | 4 | View → | |
| 30 | 2 | View → | |
| 25 | 1 | View → | |
| 18 | 2 | View → | |
| 16 | 1 | View → | |
| 14 | 4 | View → | |
| 13 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Limelight's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 49 of the 50 answers that named Limelight and are not a share of its labels.
131 of the 172 domain citations in answers naming Limelight came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 2 | 0 | 1 | 0 | 3 |
| Kimi K2 | 0 | 0 | 2 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 218 | 0 | 2026-06-23 | Cash flow forecasting, Corporate performance ma | |
| Glossary or explainer | 40 | 0 | 2026-01-01 | Cash flow forecasting | |
| Comparison | 22 | 0 | 2025-10-30 | ||
| Template or tool | 9 | undated | |||
| Case study | 8 | 0 | 2025-04-24 | ||
| Webinar or virtual event | 1 | undated | |||
| Report or ebook | 1 | undated | |||
| Podcast or video | 1 | undated | |||
| News or press | 1 | undated |
Every page golimelight.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.