HoneyLog vs ScalePost
HoneyLog
Server-side log analytics that exposes the AI bots client-side tracking cannot see
Publishers using it: 1 · incl. Marketing with Dave
ScalePost
AI visibility measurement showing which AI answers cite your content
Publishers using it: —
Last verified Nov 12, 2026
At a glance
- HoneyLog scores 3.5/5 and ScalePost scores 3.2/5 in Benchmark Grid's independent bot & AI crawler analytics benchmark, both assessed on the same 11 criteria.
- The widest gaps are ai traffic monetization & licensing (HoneyLog 3.8, ScalePost 2.2) and search bot governance (HoneyLog 3.2, ScalePost 2.0); they are within 0.3 on 3 of 11 criteria.
- Both are built for small and mid-market publishers.
- On total cost of ownership HoneyLog scores 2.2 and ScalePost 1.9 (higher means better value, not a lower price).
- In our tracking 1 publishers use HoneyLog and 0 use ScalePost.
- Scores last verified 12 Nov 2026. Vendors cannot pay for a score or a position.
Where they differ
HoneyLog is stronger on AI Traffic Monetization & Licensing (3.8 vs 2.2), search Bot Governance (3.2 vs 2.0), crawler Identification & Classification (4.6 vs 3.8) and AI Traffic Reporting & Analytics (4.2 vs 3.5).
Which one fits
Choose HoneyLog if…
- You publish at small and mid-market scale.
- You weight AI Traffic Monetization & Licensing, search Bot Governance and crawler Identification & Classification heavily — HoneyLog leads on those in this benchmark.
Choose ScalePost if…
- You publish at small and mid-market scale.
- You weight deployment & Time to Value, technical Performance & Scale and data Integration & Export heavily — ScalePost leads on those in this benchmark.
Also weighing these
The nearest-scored tools to HoneyLog and ScalePost in this benchmark, listed A to Z.
- 3.6BlankspaceAI traffic analytics and monetization for publishers at the CDN edgeRead review
- 3.5Cloudflare AI Crawl ControlEdge-level AI crawler analytics and control across your whole domainRead review
- 3.1Fastly Bot ManagementEdge bot detection with AI crawler controls and ScalePost analyticsRead 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.
HoneyLog · 1
ScalePost · 0
No publisher adoption verified yet.
Head to head
| Criterion | HoneyLog | ScalePost |
|---|---|---|
| Crawler Identification & Classification11% of capability | 4.6 | 3.8 |
| Traffic Visibility & Coverage11% of capability | 4.4 | 3.8 |
| Access Control & Policy Enforcement10% of capability | 1.2 | 1.2 |
| AI Traffic Monetization & Licensing10% of capability | 3.8 | 2.2 |
| AI Traffic Reporting & Analytics10% of capability | 4.2 | 3.5 |
| Data Integration & Export9% of capability | 3.4 | 3.5 |
| Publisher-Specific Reporting9% of capability | 3.5 | 3.2 |
| Technical Performance & Scale9% of capability | 3.3 | 3.6 |
| Search Bot Governance8% of capability | 3.2 | 2.0 |
| Privacy & Compliance7% of capability | 3.0 | 2.5 |
| Deployment & Time to Value6% of capability | 2.4 | 3.0 |
| Capability45% of composite | 3.4 | 3.0 |
| Publisher fit40% of composite | 4.0 | 4.0 |
| Total cost of ownership15% of composite | 2.2 | 1.9 |
Cost of ownership
| Sub-score | HoneyLog | ScalePost |
|---|---|---|
| Pricing transparency | 1.0 | 1.0 |
| Entry cost | 1.0 | 1.0 |
| Implementation cost | 3.0 | 2.5 |
| Hidden-fee risk | 3.0 | 2.0 |
| Ongoing cost | 3.0 | 3.0 |
HoneyLog pricing
14-day free trial; subscription pricing on request.
ScalePost pricing
Subscription pricing on request.
What users say
HoneyLog
2 positive · 0 neutral · 0 negative
ScalePost
2 positive · 7 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.
HoneyLog scores 3.5 and ScalePost scores 3.2 in Benchmark Grid's independent Best Bot & AI Crawler Analytics for Publishers benchmark (benchmarkgrid.com/vs/honeylog/scalepost, verified Nov 12, 2026)
Common questions
How do HoneyLog and ScalePost differ?
HoneyLog is stronger on AI Traffic Monetization & Licensing (3.8 vs 2.2), search Bot Governance (3.2 vs 2.0), crawler Identification & Classification (4.6 vs 3.8) and AI Traffic Reporting & Analytics (4.2 vs 3.5). 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, HoneyLog or ScalePost?
On total cost of ownership — pricing transparency, entry cost, implementation, hidden-fee risk and ongoing cost — HoneyLog scores 2.2/5 and ScalePost scores 1.9/5. 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 HoneyLog or alternatives to ScalePost.
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.
