# AI search visibility, industry by industry

> For the complete documentation index, see [llms.txt](https://attensira.com/llms.txt).
> Every page on this site is also served as Markdown: append `.md` to any URL, or send `Accept: text/markdown`.

> What decides AI answers in construction, manufacturing, financial services, real estate, education, healthcare and hospitality, and what the crew does about it.

- Canonical page: https://attensira.com/industries
- Source: converted from this page's own HTML. It carries no claim
  records, because the page is not a content-pipeline entity.

Attensira is software that does your AI-search visibility work. Every day it reads ChatGPT, Claude, Perplexity and Google AI Overviews on every plan, and Gemini on the Growth and Business plans, for your buyers' questions. Its crew of AI agents then does the work to get you named, sector by sector.

Inbox Example items

[Real Estate](https://attensira.com/industries/real-estate)

![Outreach agent](https://attensira.com/agents/outreach-64.webp) Outreach filed Waits for you

Pitch the local property guide that lists agents in your area

Tracked question: “best estate agent for selling a flat in the city center”

[Manufacturing](https://attensira.com/industries/manufacturing)

![Web engineer agent](https://attensira.com/agents/web-engineer-64.webp) Web engineer filed Waits for you

Put the ISO 9001 certificate details in text on the quality page

Tracked question: “ISO 9001 certified injection moulding supplier”

[Construction](https://attensira.com/industries/construction)

![Writer agent](https://attensira.com/agents/writer-64.webp) Writer filed Waits for you

Write a project page for the clinic fit-out you finished

Tracked question: “contractor experienced in healthcare fit-outs”

Examples of what the crew files, written for a typical business in each sector, not readings of real ones. Claims wait for your approval in every mode.

## Which sectors have a guide?

Each one starts from sourced facts about how buyers in that sector find and choose a business, then covers what to publish and what the crew does.

- [Construction Above a set contract size the buyer must advertise, so being found matters most below it and in the private market. What contractors should publish.](https://attensira.com/industries/construction)
- [Education Education has a restricted domain, a privacy rule that moves control to the student, and a federal outcomes dataset anyone can query. What to publish.](https://attensira.com/industries/education)
- [Financial Services In financial services a licensed person approves a page before it is published. How AI visibility work fits a compliance review instead of going around it.](https://attensira.com/industries/finance-insurance)
- [Healthcare Health is a Your Money or Your Life topic, every US provider is in a public registry, and patient data needs consent to market. What clinics should publish.](https://attensira.com/industries/healthcare)
- [Hospitality Hotels, restaurants and bars are found per location, booked through a regulated gatekeeper, and rated by inspectors. What each location should publish.](https://attensira.com/industries/accommodation-food)
- [Manufacturing A manufacturer's market access rests on documents it writes itself: conformity declarations and domestic-content tests. What to publish so AI can use them.](https://attensira.com/industries/manufacturing)
- [Real Estate Listings live on the portals, but 88% of US buyers still use an agent. What a brokerage's own site is for, and what to publish so AI names you.](https://attensira.com/industries/real-estate)

## What does a sector guide work on?

One buyer question per sector, and the page that decides its answer. In education, answers compare courses from pages that state the cost, the schedule and what students go on to do. The Writer drafts that page in Draft mode; every figure on it waits for your approval.

[The education guide](https://attensira.com/industries/education)

In this answer

- Named first: School A
- Cited first: school-a.example
- Sites cited: 2 sites

Software that does your AI-search visibility work, with you in control of every change.

## Where are SaaS, ecommerce and professional services?

They have their own pages under Solutions, written for how those buyers ask AI and where the crew's work lands for them.

- [SaaS and developer tools Software buyers asking AI for a shortlist. The crew's work lands as pull requests on your site or docs repository.](https://attensira.com/solutions/saas)
- [Ecommerce Shoppers asking AI what to buy. Product and collection copy lands as unpublished Shopify drafts.](https://attensira.com/solutions/ecommerce)
- [Professional services Clients asking AI for an adviser, a lawyer or an accountant. Work lands as CMS drafts and listings.](https://attensira.com/solutions/professional-services)
- [Agencies Several brands from one account, each with its own workspace, crew and reports.](https://attensira.com/solutions/agencies)

## What do the sector pages rest on?

Primary sources, each with the date it was read: the rule or the dataset that decides how buyers in that sector find a business. Three of them, one per sector.

What decides each sector, from the source

- [Financial Services](https://attensira.com/industries/finance-insurance)FINRA Rule 2210 defines a retail communication as any written, including electronic, communication that is distributed or made available to more than 25 retail investors within any 30 calendar-day period.finra.org · read 2026-09-03
- [Real Estate](https://attensira.com/industries/real-estate)NAR's 2025 Profile of Home Buyers and Sellers, covering transactions between July 2024 and June 2025, reports that 88 percent of buyers purchased their home through an agent or broker.nar.realtor · read 2026-09-03
- [Hospitality](https://attensira.com/industries/accommodation-food)The European Commission designated Booking as a Digital Markets Act gatekeeper for online intermediation services on 13 May 2024.digital-markets-act.ec.europa.eu · read 2026-09-03

Every sector page lists its claims with sources and read dates.

## What else do people ask?

### Does Attensira work for my industry?

Yes, if your buyers ask AI assistants who to hire or what to buy. The crew learns your business from your site, picks the questions your buyers ask, and works the sources that decide the answers in your category. The sector pages here show what that means in seven sectors.

### Is pricing different by industry?

No. Every industry uses the same plans, plus Enterprise. Plans differ by how many prompts you optimize for and the credits included, and you can buy more credits any time; agents spend them as they work, up to the monthly budget you set. How much you invest is your choice.

### Will anything be published without our review?

No. New workspaces start in Draft, so nothing leaves the workspace until you approve it, and anything that states a claim, such as a price, a number or a competitor's name, waits for your yes in every mode. That matters most in regulated sectors.

### Why are there only seven sectors?

Because these are the sectors where we could source what decides the answers. Each page rests on primary sources, listed with the date they were read. Sectors we could not source that way have no page rather than a thin one.

## Elsewhere on the site

- [Run a free AI visibility audit Free](https://attensira.com/audit)
- [Solutions by business type](https://attensira.com/solutions)
- [How Attensira works, day by day](https://attensira.com/how-it-works)
- [Which AI engines Attensira reads](https://attensira.com/platform-visibility)
- [Plans and credits](https://attensira.com/pricing)

## Put the crew to work on your brand.

## Every entry, as Markdown

- [AI search visibility for accommodation and food services](https://attensira.com/md/industries/accommodation-food): How hotels, restaurants and bars are found by AI assistants, and why a designated booking gatekeeper and a statutory hygiene rating change what a page has to carry. — updated 2026-10-04
- [AI search visibility for construction](https://attensira.com/md/industries/construction): Above a published threshold a works contract must be advertised rather than found, and above 100,000 dollars US federal work requires bonds before award. — updated 2026-10-04
- [AI search visibility for educational services](https://attensira.com/md/industries/education): Education has a restricted top-level domain, a privacy regime that moves control to the student, and a federal dataset of institutional outcomes anyone can query. — updated 2026-10-04
- [AI search visibility for finance and insurance](https://attensira.com/md/industries/finance-insurance): In financial services a licensed person approves the page before it is published, an audience count turns copy into a regulated communication, and the enforcement volume is public. — updated 2026-10-04
- [AI search visibility for health care and social assistance](https://attensira.com/md/industries/healthcare): Health care is a named Your Money or Your Life category, its providers sit in a federal public registry, and marketing from a patient's own record needs written authorization. — updated 2026-10-04
- [AI search visibility for manufacturing](https://attensira.com/md/industries/manufacturing): A manufacturer's market access rests on documents it authors itself — an EU declaration of conformity, and a domestic component-cost percentage for federal supply. — updated 2026-10-04
- [AI search visibility for real estate and rental and leasing](https://attensira.com/md/industries/real-estate): A trade body sets a one-business-day deadline for putting a publicly marketed listing into the shared database, and defines public marketing to include your own website. — updated 2026-10-04