Ashby
Ashby is an applicant tracking and recruiting software platform designed for talent acquisition teams at growing companies.
About this data
Updated August 10, 2026
Overall Pulse Score
+18 over this period
A 0-100 index summarizing the tone of 10 relevant public mentions gathered from public online communities across 8 weeks in the selected period. It measures online sentiment, not a rating of the product's quality.
Weekly Sentiment Trend
Pulse Score by week over the selected period. Each point is one complete week of mentions.
This week in public discussion
Sentiment around Ashby over the recent period was modest and largely technical in nature, with discussion touching on API integration efforts and developer tooling rather than end-user experience. Commenters offered some praise around features, performance, and reliability, though a negative excerpt flagged a missing pattern in scraper detection that caused Ashby-hosted listings to be overlooked. Mentions were low in volume overall, so the tone reflects a narrow slice of mostly developer-focused conversation rather than broad community opinion.
Read the deeper analysisAI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.
Sentiment mix by week
How the tone of public discussion splits each week.
Most-discussed praise
Most-discussed complaints
Themes across the selected period, with mention counts.
How Ashby compares
Pulse Score over the selected period versus the top tracked competitors in Business.
Where the mentions come from
Share of the 10 relevant public mentions in the selected period, by source.
Sample public mentions
Showing 5 of 10 analyzed public mentions in this period, with links to the original source. We do not reproduce full threads.
“feat: multi-ATS support — add Lever and Ashby fetchers (Phase 1). ## Context The job pipeline currently only supports Greenhouse. Most tech companies use one of three ATS providers: **Greenhouse**, **Lever**, or **Ashby**. Adding Lever and Ashby roughly triples company coverage w...”
“daily-digest: add ATS API portal scanning (Greenhouse, Ashby, Lever). ## Problem daily-digest discovers roles via WebSearch only. WebSearch results are: - Cached (up to 24–48h stale) - Incomplete (search engine indexing misses some postings) - Noisy (SEO spam, job aggregators, st...”
“Setting Up Ashby MCP in Claude Desktop. # Setting Up Ashby MCP in Claude Desktop Connect Claude Desktop to your Ashby ATS to query jobs, candidates, applications, and more via natural language. --- Prerequisites - macOS - Admin access to Ashby (to create API key) --- Step 1: Down...”
“Add Ashby API. # Add Ashby API support + DRY-refactor the API scanner layer 🎯 Background The scanner currently supports two paths: a Playwright path (default) and a Greenhouse API path (crawlers/api_greenhouse.py). Greenhouse is wired up end-to-end — populate_api_urls.py fills t...”
“[Adapter]: Add ATS adapter. ### ATS name Ashby URL pattern _No response_ 2–3 sample posting URLs (public) Ashby is a fast-growing ATS used by ~3,000 companies. We already ship 2,839 Ashby slugs in agent/data/company_pools/ashby.json but there's no adapter to actually fetch + pars...”
Deeper analysis
- Integration experience was the most contested theme, appearing in both praise and complaint threads.
- Sentiment trended upward from the start to the end of the window, but with significant swings in between.
- Developer and integrator voices dominated the discussion, framing Ashby primarily through a technical lens.
- The very low mention volume means the overall tone reading should be treated with caution.
| Praise theme | Mentions |
|---|---|
| Strong features | 5 |
| Good integrations | 4 |
| Easy to use | 2 |
| Reliability | 2 |
| Missing features | 1 |
| Complaint theme | Mentions |
|---|---|
| Bugs | 1 |
| Lacking integrations | 1 |
Discussion around Ashby over the recent multi-week window was sparse, with only a handful of mentions captured, which means any read of sentiment carries notable uncertainty. That said, the tone across those mentions leaned modestly positive on balance, with commenters touching on specific features, performance, reliability, and integration capabilities as points of appreciation. The technical nature of most mentions suggests the audience engaging publicly with Ashby skewed toward developers and integrators rather than end users, which likely colors the framing of both praise and criticism.
The score trajectory tells a story of considerable choppiness rather than a clean upward or downward trend. Sentiment opened at a low point, climbed sharply in late March, then eased and held in a mid-range band through mid-April before dipping again heading into early May. A later data point showed a notably strong reading, suggesting a burst of positive commentary at that moment, though the surrounding context remained thin. The overall direction from the opening of the window to the most recent score represents a modest net gain, but the path was far from smooth.
Where opinion appeared most divided was around integration. Commenters flagged integration quality as both a strength and a weakness, suggesting experiences varied depending on use case or technical setup. The sample mentions reinforced this, with several touching on API support and the mechanics of connecting Ashby to broader tooling ecosystems. Some discussion suggested the API surface was valued when it worked well, while at least one thread implied gaps or friction remained.
Bugs surfaced as a complaint theme, though only once, so it is hard to assess how broadly that concern resonated. Collaboration and performance drew quieter but positive notes. The low total mention count means individual voices carried outsized weight in shaping the aggregate tone during this window.
AI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.
Member perspectives
Individual opinions from Pro members, posted over time. These are personal member views, not aggregated sentiment data.
Overall Pulse Score
+18 over this period
A 0-100 index summarizing the tone of 10 relevant public mentions gathered from public online communities across 8 weeks in the selected period. It measures online sentiment, not a rating of the product's quality.
Data summary
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