Solved problems. Proven solutions.

There is no credible reason to optimize AI visibility around a fixed keyword density. AI systems benefit more from clear entities, explicit relationships, direct answers, evidence, and source consistency. 1. State important facts clearly and unambiguously: who the organization is, what it offers, where it operates, and what evidence supports claims. 2. Use…

Map each identifier to the page type that best represents it. Brand, model, part number, and generic category can represent different intents. 1. Use product pages for exact model/SKU/part-number searches when the item is uniquely identifiable. 2. Use brand category pages when shoppers want to browse multiple products from one manufacturer. 3. Use generic c…

Internal search is valuable first-party keyword research because it reflects the language of people already on the site. Use it to improve the catalog and content architecture, not to expose raw search URLs. 1. Export top internal queries with search frequency, result count, exits, and conversions. 2. Identify queries with strong demand but poor or zero res…

There is no required word count. A product page needs enough unique, accurate information to help a shopper understand the item and distinguish it from alternatives. 1. Include the exact product identity: model, SKU, pattern, size, material, compatibility, condition, or other attributes customers search for. 2. Use structured product attributes rather than…

Treat the primary keyword as an intent label and planning reference, not a required string-count target. 1. Store the primary phrase with the page’s target intent, content type, and preferred URL. 2. Use it to detect cannibalization before creating new pages. 3. Use it as a prompt/context signal for titles, headings, metadata, and supporting terms without f…

Define page types by user intent and business job, not by design template. 1. A service page explains an ongoing commercial offering and should usually be durable, conversion-oriented, and integrated into primary navigation. 2. A campaign landing page is built around a specific audience, offer, channel, or promotion. It may be intentionally narrower and may…

Comparison content can work when it is factual, useful, and clearly framed. The page should help the reader make a decision rather than simply attack a competitor or repeat marketing claims. 1. Choose comparisons customers genuinely ask about: service models, materials, approaches, plan types, or named alternatives with real search demand. 2. Use consistent…

Let the homepage represent the business as an entity and broad category, while service pages own specific service intents. Trying to make the homepage rank for everything usually creates a vague page and weak internal architecture. 1. Use the homepage for the main business category, primary market, brand proposition, trust, and navigation into major service…

Use descriptive anchors that tell users what the destination contains. Exact-match language is fine when it is natural, but a healthy internal-link profile should reflect the surrounding sentence and page purpose rather than a rigid keyword rule. 1. Choose the destination first, then write the anchor that best describes it in context. 2. Vary naturally betw…

Do not write “near me” as if it were a geographic entity. Search engines interpret the phrase relative to the searcher’s location. The page should provide strong local relevance signals that allow it to qualify for nearby users. 1. Use accurate city, neighborhood, county, and service-area information where it helps customers understand coverage. 2. Keep the…

Target one primary search intent per landing page, not one exact keyword per page. Closely related variants usually belong together when the same visitor would expect the same answer and same conversion action. 1. Group queries by intent, not wording. “AC repair,” “air conditioner repair,” and “HVAC AC repair” may belong on one page if they describe the sam…

Keyword proximity is best understood as clarity of relationship. Words that belong to the same idea should appear close enough that users and search systems can understand the connection, but there is no useful universal distance rule. 1. Put the core service and location together when that is how people naturally describe the offer, such as “chimney repair…

Treat keyword density as a diagnostic clue, not a ranking target. A page can repeat a phrase many times and still fail because it does not satisfy the search intent, cover the topic, or demonstrate why the business is relevant. 1. Start with intent. Define what the searcher is trying to accomplish and make the page solve that task clearly. 2. Use the primar…