Cloudflare AI Crawl Control vs HoneyLog
Cloudflare AI Crawl Control
Edge-level AI crawler analytics and control across your whole domain
Publishers using it: —
HoneyLog
Server-side log analytics that exposes the AI bots client-side tracking cannot see
Publishers using it: 1 · incl. Marketing with Dave
Last verified Nov 12, 2026
At a glance
- Cloudflare AI Crawl Control scores 3.5/5 and HoneyLog scores 3.5/5 in Benchmark Grid's independent bot & AI crawler analytics benchmark, both assessed on the same 11 criteria.
- The widest gaps are access control & policy enforcement (Cloudflare AI Crawl Control 4.5, HoneyLog 1.2) and deployment & time to value (Cloudflare AI Crawl Control 4.2, HoneyLog 2.4); they are within 0.3 on 5 of 11 criteria.
- Cloudflare AI Crawl Control is built for mid-market and enterprise publishers; HoneyLog for small and mid-market.
- On total cost of ownership Cloudflare AI Crawl Control scores 4.0 and HoneyLog 2.2 (higher means better value, not a lower price).
- In our tracking 0 publishers use Cloudflare AI Crawl Control and 1 use HoneyLog.
- Scores last verified 12 Nov 2026. Vendors cannot pay for a score or a position.
Where they differ
Cloudflare AI Crawl Control is stronger on access Control & Policy Enforcement (4.5 vs 1.2), deployment & Time to Value (4.2 vs 2.4) and technical Performance & Scale (4.8 vs 3.3).
HoneyLog is stronger on publisher-Specific Reporting (3.5 vs 2.2).
Which one fits
Choose Cloudflare AI Crawl Control if…
- You publish at mid-market and enterprise scale.
- You weight access Control & Policy Enforcement, deployment & Time to Value and technical Performance & Scale heavily — Cloudflare AI Crawl Control leads on those in this benchmark.
Choose HoneyLog if…
- You publish at small and mid-market scale.
- You weight publisher-Specific Reporting, AI Traffic Monetization & Licensing and data Integration & Export heavily — HoneyLog leads on those in this benchmark.
Also weighing these
The nearest-scored tools to Cloudflare AI Crawl Control and HoneyLog in this benchmark, listed A to Z.
- 3.6BlankspaceAI traffic analytics and monetization for publishers at the CDN edgeRead review
- 3.1Fastly Bot ManagementEdge bot detection with AI crawler controls and ScalePost analyticsRead review
- 3.2ScalePostAI visibility measurement showing which AI answers cite your contentRead review
- 4.0TollBitPublisher-first platform for measuring, controlling and licensing AI access to contentRead review
All 10 scored tools are in Best Bot & AI Crawler Analytics for Publishers.
Who uses them
Publishers we have detected running each tool, from ads.txt, site code and published case studies. Agencies, brands and vendors are excluded.
Cloudflare AI Crawl Control · 0
No publisher adoption verified yet.
HoneyLog · 1
Head to head
| Criterion | Cloudflare AI Crawl Control | HoneyLog |
|---|---|---|
| Crawler Identification & Classification11% of capability | 4.6 | 4.6 |
| Traffic Visibility & Coverage11% of capability | 4.4 | 4.4 |
| Access Control & Policy Enforcement10% of capability | 4.5 | 1.2 |
| AI Traffic Monetization & Licensing10% of capability | 3.0 | 3.8 |
| AI Traffic Reporting & Analytics10% of capability | 4.0 | 4.2 |
| Data Integration & Export9% of capability | 3.0 | 3.4 |
| Publisher-Specific Reporting9% of capability | 2.2 | 3.5 |
| Technical Performance & Scale9% of capability | 4.8 | 3.3 |
| Search Bot Governance8% of capability | 3.5 | 3.2 |
| Privacy & Compliance7% of capability | 3.2 | 3.0 |
| Deployment & Time to Value6% of capability | 4.2 | 2.4 |
| Capability45% of composite | 3.8 | 3.4 |
| Publisher fit40% of composite | 3.0 | 4.0 |
| Total cost of ownership15% of composite | 4.0 | 2.2 |
Cost of ownership
| Sub-score | Cloudflare AI Crawl Control | HoneyLog |
|---|---|---|
| Pricing transparency | 4.0 | 1.0 |
| Entry cost | 4.5 | 1.0 |
| Implementation cost | 4.5 | 3.0 |
| Hidden-fee risk | 3.0 | 3.0 |
| Ongoing cost | 4.0 | 3.0 |
Cloudflare AI Crawl Control pricing
AI Crawl Control included on all Cloudflare plans, including Free; Pay Per Crawl in private beta.
HoneyLog pricing
14-day free trial; subscription pricing on request.
What users say
Cloudflare AI Crawl Control
6 positive · 6 neutral · 4 negative
HoneyLog
2 positive · 0 neutral · 0 negative
Mentions we could not tie to a real user, and those flagged as promotional, are excluded. Sentiment is opinion, and is independent of the verified publisher adoptions above.
Cloudflare AI Crawl Control scores 3.5 and HoneyLog scores 3.5 in Benchmark Grid's independent Best Bot & AI Crawler Analytics for Publishers benchmark (benchmarkgrid.com/vs/cloudflare-ai-crawl-control/honeylog, verified Nov 12, 2026)
Common questions
How do Cloudflare AI Crawl Control and HoneyLog differ?
Cloudflare AI Crawl Control is stronger on access Control & Policy Enforcement (4.5 vs 1.2), deployment & Time to Value (4.2 vs 2.4) and technical Performance & Scale (4.8 vs 3.3). HoneyLog is stronger on publisher-Specific Reporting (3.5 vs 2.2). Neither is better in the abstract — which one suits you depends on which of those dimensions carries the most weight in your operation.
Which is cheaper, Cloudflare AI Crawl Control or HoneyLog?
On total cost of ownership — pricing transparency, entry cost, implementation, hidden-fee risk and ongoing cost — Cloudflare AI Crawl Control scores 4.0/5 and HoneyLog scores 2.2/5. A higher score means better value, not a lower sticker price.
How are these scores calculated?
Each tool is assessed against its category's published criteria (11 in this benchmark), which make up Capability (45% of the composite), Publisher fit (40%) and Total cost of ownership (15%). Assessment is carried out by SODP's editorial team against a published methodology. Vendors cannot pay for inclusion, scores or positions.
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Both tools are scored in Best Bot & AI Crawler Analytics for Publishers. See alternatives to Cloudflare AI Crawl Control or alternatives to HoneyLog.
Weighing a third option? Add a tool to this comparison.
Where to next
Four questions, and a scored stack across every benchmark — not just Best Bot & AI Crawler Analytics for Publishers
Every scored tool in Best Bot & AI Crawler Analytics for Publishers, with the criteria behind each number
Every category, independently scored
Related comparisons
Other head-to-heads publishers look at in Best Bot & AI Crawler Analytics for Publishers.
