Guide pages vs blog posts: which get cited more by AI?
A study of over a million cited URLs found pages under /guide/ were cited 42% more than average. Before you rename your blog, read what the study can and can't tell you.
The finding is real and interesting. The tempting conclusion, "put /guide/ in your URLs", is not supported by it.
The numbers
| Page type (from URL path) | Avg citations | vs 1.9 baseline |
|---|---|---|
| Guide (/guide/) | 2.7 | +42% |
| Blog (/blog/) | 2.0 | +5% |
| Help | 2.0 | +5% |
| Homepage | 1.9 | 0% |
| News | 1.7 | −11% |
| Compare | 1.7 | −11% |
| Product/Service | 1.6 | −16% |
| Docs (/docs/) | 1.6 | −16% |
| Pricing (/pricing/) | 1.5 | −21% |
Other findings: URL length, path depth and slug word counts barely correlated with citations; years in URLs and "how-to" or "vs" patterns showed no lift; URLs with query strings or UTM tags averaged 1.6 against 2.1 without. Citations were concentrated: the top 15.8% of URLs took half of all citations.
What the study can't tell you
- Cause. Pages under /guide/ are usually long, structured, complete resources. The content, not the folder name, is the likely reason.
- Time. It covered a 24-hour window.
- Prompts. Without prompt data, some patterns may reflect which topics were asked.
- Small groups. Pricing (710 URLs) and docs (1,871) are small samples.
Otterly itself notes that relabelling URLs goes beyond what the data shows.
What to do with it
- Write guides, not posts. Complete, structured, answer-first resources on one topic. See answer-first content.
- Don't migrate URLs for this. Redirect churn costs more than a folder name could gain.
- Keep URLs clean. Link to canonical URLs without tracking parameters internally.
- Fix thin pricing pages. Put plan details in text so assistants can quote them.
This site uses /insights/ for every article. We are not renaming it. We are making each piece as complete as a guide.
Questions people ask
Do guide pages get cited more by AI than blog posts?
In Otterly's study of over a million cited URLs, /guide/ pages averaged 2.7 citations against 2.0 for /blog/ and 1.9 overall. It is a correlation, likely reflecting how complete guides are.
Should I put /guide/ in my URLs?
Not just for this. The study shows association, not cause. Make pages more complete and structured instead of moving URLs.
Do shorter URLs get cited more by AI?
Otterly found no meaningful correlation between URL length and citations.
Want this mapped onto your product?
See how our GEO work runs, or send your store link and a founder will reply personally.
