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Autonoma Traffic, SEO & Growth Analysis
Autonoma is an open-source testing platform where AI agents navigate your app end-to-end and catch regressions on every PR. No test code required.
- Traffic declining
SIGPIK VERDICT · Sep 2026
Autonoma visits fell 13% in Sep, mostly lost from Organic search
Reconstruct every step Autonoma took →- Monthly visits
- 103.9K
- ↓ 12.5% · −14.9K MoM
- Market rank
- #12 / 56
- 2.4% of market traffic
- Domain Rating
- 53
- ↑ 2 · vs last month
- AI referrals
- 199
- 0.2% of traffic, early
01 · How the growth happened
Autonoma Traffic Trend & Channel Attribution
Monthly visit estimates · 2026-04 — 2026-09 · DR 53, +2 MoM
Sep 2026
103.9K↓ 13%
Where the new visits came from
Monthly visits split by channel share: Autonoma lost 14.9K visits from Aug to Sep, with organic search contributing 85%.
Monthly breakdown
| Channel | Jun | Jul | Aug | Sep |
|---|---|---|---|---|
| Total | 112.6K | 104.7K | 118.8K | 103.9K |
| Organic search | 92K | 75K | 76.8K | 64.1K |
| Direct | 14.8K | 16.3K | 28K | 27.2K |
| Referrals | 4.6K | 9.5K | 7.4K | 7.4K |
| Organic social | 0 | 1.3K | 2.9K | 2.4K |
| — | 562 | 979 | 723 | |
| Paid search | 0 | 0 | 429 | 103 |
| Paid social | 0 | 0 | 0 | 0 |
| Channel | Change barAug → Sep | Change | Share of change | Current share |
|---|---|---|---|---|
| Organic search | −12.6K | 85% | 61.8% ↓2.9pp | |
| Direct | −880 | 5.9% | 26.2% ↑2.5pp | |
| Organic social | −525 | 3.5% | 2.3% ↓0.1pp | |
| 4 other channels | −597 | 4% | 7.9% ↑0.5pp |
02 · What you can borrow
Autonoma SEO Keywords, Sitemap Pages & AI Referrals
Autonoma’s acquisition moves across pages, search terms and AI referrals, each with its data source.
Search · source keywords — Non-brand terms bring 48% of search traffic
Non-brand terms are traffic anyone can compete for; higher CPC means higher commercial value.
| Keyword | Traffic | CPC | Rank |
|---|---|---|---|
| autonomaBrand | 630 | $0.76 | 1 |
| stripe test cardsNon-brand | 370 | $1.95 | 2 |
| autonoma aiBrand | 350 | — | 3 |
| netlify vs vercelNon-brand | 280 | $10.34 | 4 |
| basics access vs test plan level in azure devopsNon-brand | 260 | — | 5 |
Borrow: Search traffic is mostly branded, riding existing awareness; the non-brand needs it does not cover are open to you.
AI referrals · ChatGPT, Copilot… — AI referrals are early — not a growth source yet
199 visits from AI assistants (previous month 579), 0.2% of all traffic.
- Perplexity21%
- Gemini14%
Borrow: No need to follow yet; watch whether it scales next month.
03 · Full growth history
Autonoma Promotion History, Backlinks & Launch Timeline
Above is what we observe automatically. The reconstruction starts from these moments, searches launches, community threads, directory listings and backlinks from the same period, fills in what Autonoma did at each step, and gives you a sequence to follow.
- Promotion timeline with original sources
- Traffic before and after each channel
- Exportable launch action list
New backlinks discovered for Autonoma
Observed · BacklinksMonthly visits 72.2K → 112.6K
Observed · traffic dataWhere it launched and who discussed it
Product Hunt, Reddit, X, directoriesWhich channels produced new backlinks
Ordered by first seenA launch sequence you can follow
Exportable action list
04 · Same-market benchmark
Autonoma Competitors & Alternatives Traffic Benchmark
Sep 2026 · Code Quality
| Product | Monthly visits | DR | MoM |
|---|---|---|---|
| AutonomaThis product | 103.9K | 53 | -12.5% |
| TestMu AI (Formerly LambdaTest)Same market | 796.4K | 80 | -15.6% |
| QodoSame market | 168.9K | 76 | -24.8% |
| FixBugs | From Alert to Validated FixSame market | 1.4K | 36 | — |
Each product uses its latest observed month; different months are not a same-period ranking.
Know the next time Autonoma ships pages in bulk
We diff its Sitemap, backlinks and traffic daily and alert you only on real changes.
Method: visits and channel shares are third-party monthly estimates; channel change = monthly visits × channel share, month over month; site actions and traffic are shown by timing only, not as cause and effect.