The short test
Start with the business decision, not the acronym.
Most owners do not need 200 search definitions. They need to know whether unfamiliar language changes what should be fixed, what should be measured or what a buyer can do next.
Ask three questions when an agency puts a term in a proposal or report.
Does it change an asset?
Does the term identify a real problem with a page, Business Profile, product record, review process or technical setting?
Does it change the record?
Does it tell you what was observed, where it appeared and how that differs from a qualified business result?
Does it change the next step?
Does it help the right person call, book, enquire, request a demo or complete an order?
If the answer is no three times, you can usually leave the term with the marketer using it. A large vocabulary is not the same as a useful plan.
Who owns the wording?
Three kinds of language appear in an SEO proposal.
Some terms name a platform feature. Some are common industry shorthand. Others belong to a vendor or agency. The label matters because it tells you where to check the definition.
| Type of language | Examples | How to read it |
|---|---|---|
| Platform term | Google Business Profile, AI Overviews, Search Console | Use the platform’s current documentation. An agency should not quietly change the meaning. |
| Common industry term | SEO, local citation, cost per lead | Ask for the exact operating definition because usage can still vary. |
| Vendor label | AEO, GEO, AI visibility score | Ask what is actually measured or delivered. The acronym does not create a new result. |
| Mindflow language | Work Ledger | Mindflow must label it as our term and explain the ordinary business job it performs. |
AEO usually means answer engine optimization. GEO usually means generative engine optimization. Vendors use both labels in overlapping ways. Google describes them as third-party terms and says work for its generative Search features still rests on SEO foundations.
See Google’s current guidance for generative AI features in Search. Mindflow uses “AI visibility” as plain shorthand for observing how a business appears in relevant AI answers, not as a promise or a single universal score.
Terms that can change an asset
These terms can change what gets fixed.
These definitions point to a page, profile or technical asset your business can inspect. Knowing the word is less important than checking the fact behind it.
| Term | Plain meaning | What an owner should ask |
|---|---|---|
| SEO | Work that helps search systems find, understand and present useful pages. | Which page or technical problem is changing, and for which buyer question? |
| Google Business Profile | The business record that can appear in Google Search and Maps for an eligible real-world business. | Are the name, category, address or service area, hours and ownership accurate? |
| Map pack | The group of local business results shown with a map for some searches. | Which location, device and query were used when the result was observed? |
| Service-area business | A business that travels to customers instead of serving them at a public storefront. | Does the profile reflect the way the business actually operates? |
| Local citation | An online mention of a business, often including its name, address or phone number. | Is the information correct on a source customers or platforms use? |
| NAP | Short for name, address and phone number. | Which real business facts conflict, and where? |
| Structured data | Machine-readable labels that describe visible page information. | Does the markup match the page, and is the chosen type appropriate? |
| Entity | An identifiable thing such as a business, person, product, service or place. | Is the public information clear enough to distinguish the right thing from another with a similar name? |
Structured data can help a system interpret visible facts. It cannot create an office, service, review, author or product fact that does not exist. Google also says valid structured data does not guarantee a rich result.
Use Google’s structured-data guidelines and Business Profile representation rules as the platform boundaries. For the work itself, see Organic SEO and Local SEO and Google Maps.
Terms that can change a report
These terms can change what gets measured.
A measurement term is useful only when the report states what was counted. Do not let several different observations collapse into one number called “visibility” or “leads.”
| Term | What it records | What it does not prove |
|---|---|---|
| Ranking | A page or profile position for a defined query under recorded conditions. | That every buyer sees the same result or that a sale occurred. |
| Geo-grid tracking | Map positions sampled from several points across an area. | One permanent citywide rank. |
| AI citation | A source link or attribution exposed with an AI-generated answer. | That the source supports every statement or that the buyer visited. |
| Mention | The answer named the business, person, product or source. | That the answer cited or recommended it. |
| Recommendation | The answer presented something as an option or choice. | That the buyer accepted the suggestion or qualified. |
| Cost per lead | Recorded spend divided by the leads included in the calculation. | That the leads were valid, qualified or profitable. |
| Zero-click search | A search session in which the tracking method recorded no visit to a result. | Why the person did not click or whether another action followed. |
The most important definition is often qualified. Decide what qualifies before reading the total. A missed call, spam form, unsuitable appointment, irrelevant demo request and cancelled order should not all become the same “lead.”
For the full record, use Measuring AI Search Honestly, the call-tracking guide and the traffic-versus-leads guide.
AI search without the theatre
These terms explain AI search without giving you a new trick.
The words describe parts of a system. They do not give an agency control over the answer.
| Term | Plain meaning | Useful boundary |
|---|---|---|
| AI Overviews | Google-generated summaries that can appear within a conventional Search results page. | They are not the same interface as AI Mode and do not appear for every query. |
| Query fan-out | A model creates related searches to collect information for one question. | You usually cannot see every intermediate query. |
| Retrieval | A system selects information or sources for the current request. | A reachable or indexed page is not guaranteed to be selected. |
| RAG | Retrieval-augmented generation: using retrieved material to help produce an answer. | Products can implement retrieval and generation differently. |
| AI crawler | A loose label for a bot that accesses web content for a stated provider purpose. | Check the exact user agent; search, training and user-requested access may use different bots. |
| llms.txt | A proposed text-file convention for pointing language-model tools to selected site content. | It is not a Google Search requirement and does not force a system to use a page. |
OpenAI, for example, documents OAI-SearchBot, GPTBot and ChatGPT-User separately. Allowing one crawler is an access decision. It is not evidence that your business will be retrieved, cited or recommended.
Read the OpenAI crawler documentation, then use How AI Search Works for the full source-to-answer path. The llms.txt decision guide explains when that file is worth considering.
Trust terms
These terms describe trust, but none is a trust score.
Trust comes from accurate facts, responsible authorship, real experience, clear evidence and a buyer experience that matches the claim. No badge or acronym replaces that work.
| Term | Plain meaning | Common mistake |
|---|---|---|
| E-E-A-T | Google’s quality-rater language for experience, expertise, authoritativeness and trust. | Treating it as a score, schema type or direct ranking switch. |
| Brand search result | What appears when somebody searches for a business or product name. | Assuming the company controls every result. |
| Knowledge graph | A structured set of identifiable things and the relationships between them. | Using the term to turn ordinary fact correction into a mysterious service. |
| Knowledge panel | An information panel Google may show for a recognized subject. | Presenting a panel as a guaranteed deliverable. |
| Review gating | Sending satisfied customers toward a public review while diverting dissatisfied customers elsewhere. | Ignoring platform policy and consumer-protection risk. |
| Review recency | How recently a review was published. | Turning a useful observation into a universal “three-month rule.” |
| Review velocity | The pace at which reviews arrive during a recorded period. | Chasing a target pace without checking authenticity or operating reality. |
Google says trust is the most important part of the E-E-A-T concept and explains that quality-rater feedback does not directly determine rankings. The FTC separately distinguishes consumer reviews from testimonials and addresses fake reviews, conditioned incentives and review suppression.
Use Google’s people-first content guidance and the FTC’s review-rule questions and answers. For action, see Reputation and Brand Search, FTC review rules and review velocity versus volume.
One word, five results
The same metric means a different result in each industry.
“Conversion” and “lead” are not complete definitions. The business has to decide what counts after the website records an action.
| Industry | A recorded action | A more useful qualified result |
|---|---|---|
| Home Services | A call, form or booking request | A valid service request that fits the trade, area and job, then a booked or completed job |
| Healthcare | An appointment or contact request | An appropriate request for an available provider or service, then a scheduled appointment where recorded |
| Legal | An intake call or enquiry | A prospective-client enquiry that fits the practice and jurisdiction, then an accepted matter where recorded |
| B2B SaaS | A demo, trial or contact request | A buyer and use case that fit the product, then a qualified opportunity where recorded |
| eCommerce | An add-to-cart or checkout start | A valid completed order, then the margin and repeat behavior the business chooses to track |
A single glossary cannot set these rules for your business. It can make the boundary visible. Mindflow keeps search observations, onsite actions and commercial outcomes separate so one encouraging number does not pretend to prove the whole journey.
Content planning
A topical map is a page plan, not an authority promise.
A topical map assigns important questions to pages and shows how those pages relate. A content cluster is a group of related pages with a clear parent or subject connection. Neither term means that every keyword needs a URL.
A canonical owner is the page chosen to answer one main job. Intent overlap appears when two pages compete to answer substantially the same job. Thin content is content that gives the reader too little useful value for the page it occupies.
The practical test is simple. Can you explain why this page exists without quoting a keyword tool? Can it answer something the parent page cannot? Does it have enough evidence and a useful next step?
More pages can make a site harder to understand. Google defines scaled-content abuse around large amounts of unoriginal content created primarily to manipulate rankings, regardless of whether people or automation produced it.
Read Google’s spam policies and Mindflow’s guide to why planned pages beat publishing volume.
Why one hub
Mindflow is keeping one useful hub instead of 28 thin term pages.
The previous site split this glossary into 28 small term pages. Several now overlap deeper governed guides. Others explain language that changes with the platform or has no separate business decision.
We are keeping the definitions here and sending the consequential questions to the page that owns the work:
Short context
Entity, knowledge graph, map pack and other terms that need a plain definition but not a separate sales page.
Real decisions
Business Profile eligibility, review rules, llms.txt and AI measurement belong in sourced guides with examples and limits.
Ambiguous labels
“Google Verified” means different things in different products. “Entity Home” is not a settled platform term. Neither earns a child page by sounding important.
The Work Ledger is Mindflow’s term for a dated record of observations, decisions and completed work. It is useful in how Mindflow works. It is not an industry standard and we will not present it as one.
Keeping one hub does not authorize deletion or redirection of the old URLs. Those decisions need query, link and conversion evidence first. The page plan and the production HTTP decision are separate.
The next useful question
Use the term only if it helps you make the next decision.
If an agency introduces a term, ask what changed, where the evidence lives and what the business should do next. If the answer is another acronym, you still do not have a plan.
Mindflow can review a limited public sample of the pages, profiles and search results connected to your buyer’s question. We will show what we observed, what needs deeper access and which part of the business must confirm the result. The Free Visibility Check does not promise a ranking, AI citation, call, appointment, enquiry, demo or sale.