Appcast provides programmatic recruitment marketing solutions for job advertising and distribution · appcast.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
JobTarget is first at 31%.
Tied for first with JobTarget. 7 of 14 models made it the first choice when asked directly.
Ranked first. Next is Joveo at 18%.
“The best programmatic job advertising platforms for a company with a limited budget are Appcast, Joveo, Broadbean, and JobTarget.”Llama 4 Maverick · Budget-constrained question · first choice
“Low minimum campaign spend and cost-per-applicant: Appcast starting around $200-$300 minimum campaign spend with CPA bidding”Muse Glimmer 30B · Budget-constrained question · first choice
“Appcast – Best Overall Value ... offers the best balance of low entry cost and proven performance-based optimization”Kimi K2 · Budget-constrained question · first choice
“Appcast is a popular choice for recruiting teams that need bid and conversion optimization across job publishers.”Llama 4 Maverick · Direct question · first choice
“Programmatic advertising platforms such as Appcast, Joveo, and PandoLogic/Veritone Hire: Avoid using them to compensate for a weak career site”Perplexity Sonar · Negative question · warning
“Avoid pure enterprise tools like Appcast (higher mins ~$200–300/campaign but often called expensive for small users)”Grok 4.20 · Budget-constrained question · warning
“Expensive, especially for small businesses with uncertain ROI; steep learning curve; poor candidate screening”GLM 4.7 FlashX · Negative question · warning
“like Joveo or Appcast) typically require significant minimum spends ($50k–$100k/year) or complex sales cycles, making them difficult for SMBs”Qwen 3.7 Flash · Budget-constrained question · warning
The products named in the same answers as Appcast, over the 164 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 130 | 15 | Compare → | |
| 66 | 0 | View → | |
| 55 | 23 | Compare → | |
| 46 | 2 | View → | |
| 42 | 1 | View → | |
| 37 | 15 | View → | |
| 32 | 2 | View → | |
| 31 | 2 | View → | |
| 28 | 3 | Compare → | |
| 26 | 9 | Compare → |
What the models named instead of Appcast →
A side-by-side page exists where both products are among a category's top eight.
Stated on Appcast'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 160 of the 164 answers that named Appcast and are not a share of its labels.
513 of the 538 domain citations in answers naming Appcast 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 | 2 | 1 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 2 | 1 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 4 | 0 | 1 | 5 |
| Grok 4.20 | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 1 | 1 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 3 | 0 | 0 | 4 |
| Llama 4 Maverick | 2 | 0 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 1 | 3 |
| Kimi K2 | 2 | 0 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 1 | 1 | 2 | 1 | 5 |
| MiniMax M2.5 | 0 | 4 | 1 | 0 | 5 |
| GPT-6 Luna | 0 | 2 | 1 | 1 | 4 |
| Muse Glimmer 30B | 2 | 2 | 1 | 0 | 5 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 324 | 6 | 2026-09-24 | Applicant tracking syste, Workforce planning | |
| Case study | 24 | 0 | 2026-05-18 | ||
| Webinar or virtual event | 22 | 0 | 2024-10-01 | ||
| Glossary or explainer | 6 | 0 | 2026-02-13 | ||
| Report or ebook | 4 | undated | |||
| Conference or event | 1 | undated | |||
| Comparison | 1 | 1 | 2026-07-28 | ||
| News or press | 1 | undated |
Every page appcast.io 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.