Where, chapter twelve
Search, and now AI search
A teaching model of how answer engines read a page, not how any one of them works. For each question it looks for a plain heading with a direct answer under it, skips brochure copy, and won't quote two pages that disagree.
The idea
I think search is the one channel where people tell you what they want, in their own words. You rank by being relevant, trusted and fast. Win the long tail first, and write headings that say what the page is.
AI answer engines read the same signals, only more literally. They want plain headings, a direct answer under each one, and the same facts about you on every page. The problem I see most often is a site written like a brochure when people came for an answer.
What a crawler can see
Kiln's site has fourteen pages, and I broke four of them on purpose. Nothing links to one page. One page shows its text only after a script runs. One image has no description, and one page's headline says nothing about the page. Watch the crawler walk the links from the home page, then switch on a fix and let it crawl again.
Why the long tail wins
Here are twenty terms Kiln could chase. The big ones, up and to the right, are hard to rank for and full of people only browsing. Down and to the left sit the narrow terms. Fewer people search them, but they're easier to win, and the people typing them are close to buying.
| Keyword | Monthly searches | Difficulty | Intent | Long tail |
|---|---|---|---|---|
| kiln coffee café hours | 110 | 3 | navigational | no |
| kiln coffee | 900 | 8 | navigational | no |
| buy kenyan coffee beans | 320 | 12 | transactional | yes |
| weekly coffee bean subscription | 390 | 14 | transactional | yes |
| buy decaf coffee beans online | 480 | 18 | transactional | yes |
| fresh roasted coffee delivery | 880 | 21 | transactional | yes |
| pour over vs french press | 1,900 | 22 | informational | no |
| kenyan coffee beans | 1,600 | 24 | commercial | yes |
| how long do coffee beans stay fresh | 3,600 | 26 | informational | no |
| small batch coffee roasters | 1,300 | 28 | commercial | yes |
| what is light roast coffee | 2,400 | 30 | informational | no |
| cold brew ratio | 9,900 | 41 | informational | no |
| best decaf coffee beans | 4,400 | 45 | commercial | no |
| french press ratio | 12,000 | 48 | informational | no |
| colombian coffee beans | 8,100 | 52 | commercial | no |
| how to make pour over coffee | 22,000 | 55 | informational | no |
| buy coffee beans online | 6,600 | 70 | transactional | no |
| coffee subscription | 27,000 | 74 | commercial | no |
| best coffee beans | 40,000 | 82 | commercial | no |
| coffee beans | 60,000 | 91 | commercial | no |
Where I used it
- A group audit of a small merchandise company for artists. A teammate ran the SEO audit, and my recommendations built on it. The first step was to fix the foundation: real product listings, alt text, ordered headings and a faster site. Group work. The audit was a teammate's; the recommendations were mine.
What I'd do now
In June I specified a pipeline to check a site's search health every day, then parked it to finish the course. The next pass turns it into a small open audit tool: point it at any public page and it reports the headings, the alt text, and whether each section answers a question in its first sentence. It isn't built here. This is the rewrite it would push for on Kiln's worst page:
Experience the passion
Our story
Every bean tells a story, and we are passionate about sharing that story with you, cup after cup.
Our promise
Every bag ships within 2 days of roasting.
About Kiln: who roasts your coffee, and how fast it ships
Who roasts it?
We roast in small batches every Tuesday, with beans from three farms: Alto Verde in Colombia, Mugaya in Kenya and Las Cruces in Guatemala.
How fast does it ship?
Every order ships by Thursday, two days after roasting. The FAQ now says the same.