How a Balkan beekeeper became the answer engines' go-to source on raw honey
63
Cited in AI Overview answers, from zero, in 11 months.
The comb: 60 articles, six clusters, one mountain range
Each hexagon is an article. It fills as its cluster ranks; a white seed marks AI Overview citations.
Crystallisation & storage
Is crystallised honey safe to eat?
- Google position
- not ranking
- AI Overviews
- not cited
Cluster ranking progress: 0%
- AI Overview citations
- 0
- Organic sessions / mo
- 3,100
- Questions in top 10
- 9
- Newsletter sign-ups
- 0
- 01 Crystallisation & storage
- 02 Raw versus processed
- 03 Varieties of the Balkans
- 04 Health & safety
- 05 Cooking with honey
- 06 Beekeeping in the mountains
The challenge
The family apiary's blog posts were thin and its product pages had no expertise signals. Questions like "is crystallised honey safe" were answered by large US publishers and never by an actual beekeeper.
The family had kept bees on the slopes above Troyan for three generations, moving hives with the bloom from acacia in May to linden and mountain meadow in summer. None of that knowledge was online. Search engines and AI assistants had nothing to tell them that a beekeeper wrote these pages, so they quoted whoever had the most authority and the clearest answer.
is crystallised honey safe
Yes, crystallised honey is generally safe. Many brands heat honey to prevent it. Store at room temperature.
- A US wellness publisher
- A national recipe magazine
- A supplement retailer
is crystallised honey safe
Yes. Crystallisation is natural and a sign of raw honey; glucose separates out as it cools. Warm the jar gently below 40 °C to make it liquid again, the beekeeper explains.
- Pchelin Apiary · Is crystallised honey safe?
- A US wellness publisher
- A food-safety agency
Mock-up of the modelled answer, not a screenshot.
The diagnosis
An empty comb: good honey, no cells for the questions people actually ask.
- 01 · Content depth310 words avg
38 blog posts averaging 310 words. 21 were under 250 words, and none answered its own question in the first paragraph.
- 02 · Expertise signals0 bylines
No author on any post. Three generations of beekeeping, a migratory apiary and lab-tested batches were mentioned nowhere.
- 03 · Proof0 lab reports
Pollen analysis, moisture and HMF certificates sat in a drawer. Product pages said “pure” with nothing to back it up.
- 04 · Structured data0 schema types
Recipes were published as images of cards: no ingredients in text, no Recipe schema, no Person or Organization markup.
- 05 · Architecture140 thin URLs
A flat blog with 140 thin tag pages indexed and no links from product pages to the guides that explain them.
- 06 · AI answers0 / 120 cited
Across 120 tracked honey questions, AI Overviews cited large US publishers and supplement sellers. Never a beekeeper.
The strategy
Build the comb cell by cell, with the beekeeper's name on every one.
The engagement ran on our Content Engine plan (content & ai search): a publishing system built around real questions, with expertise you can verify.
Topic clusters
Six clusters, each a pillar guide plus ten question pages, mapped from 120 real People Also Ask and AI Overview prompts. Every product page links to the guides that explain it; the 140 tag pages were folded in or removed.
Recipe schema
Twenty Balkan recipes rebuilt as text with full Recipe markup: ingredients, timings, yield and step images shot in the family kitchen in Troyan, so honey cake and walnut jars could appear as rich results.
AI Overviews
Every question page opens with a 40 to 60 word answer a machine can lift whole, then the nuance. Clear headings, a short FAQ block and dated updates gave answer engines something quotable and current.
E-E-A-T
The beekeeper became the byline: a Person profile with the apiary's history, photos from the hives, and lab certificates published per batch. Each article lists who wrote it, who checked it and when.
11 months, one frame at a time
The season
Month 01
Question map
120 honey questions scraped from search and AI answers; who answers them today, and how.
Month 02
Crystallisation hub
First cluster live. The flagship “is crystallised honey safe” guide, written by the beekeeper.
Month 03
Bylines & lab proof
Person and Organization schema; batch certificates published; tag pages consolidated.
Month 04
Raw honey cluster
Raw, filtered and pasteurised explained with photos from the extraction room.
Month 05
Varieties
Acacia, linden, chestnut and honeydew pages; first AI Overview citations appear.
Month 06
Health & safety
Medically reviewed answers on infants, diabetes and allergies, with sources cited.
Month 07
Recipes
Twenty recipes rebuilt with Recipe schema; newsletter offer added to each one.
Month 08
Beekeeping stories
The mountain cluster: harvest calendar, winter hives, the migratory apiary.
Month 09
Refresh pass
Answers tightened to the first paragraph; dated updates on the ten biggest pages.
Month 10
Internal links
Every product page links to its guides; every guide to the jar it describes.
Month 11
Comb complete
All six clusters ranking; 63 AI Overview answers cite the apiary.
Results at month 11
A full comb
63
AI Overview citations
+276%
Organic sessions
212
Informational keywords top 10
1,840
Newsletter sign-ups from blog
Modelled scenario for a fictional business — not a client result. Rankings and traffic are never guaranteed; see our Terms.
| Query | Monthly searches | Before | After | AI Overview |
|---|---|---|---|---|
| is crystallised honey safe | 4,400 | — | #1 | Cited |
| why does honey crystallise | 6,600 | 64 | #2 | Cited |
| raw honey vs regular honey | 5,400 | — | #3 | Cited |
| can babies have honey | 8,100 | — | #4 | Cited |
| acacia honey taste | 1,900 | 41 | #1 | Cited |
| what is honeydew honey | 1,300 | — | #2 | Cited |
| bulgarian honey cake recipe | 880 | — | #1 | Not cited |
| substitute honey for sugar | 9,900 | — | #6 | Cited |
| is comb honey edible | 2,400 | 88 | #3 | Cited |
| linden honey benefits | 1,600 | 29 | #2 | Not cited |
“—” means not in the top 100. Search volumes are modelled.
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