Industries

Monitoring tuned to how your site breaks.

Every industry has its own failure modes: a theme update that noindexes products, a compliance edit that rewrites a title, a portal that takes the AI citation. Here is what we watch for each.

01 / 08

E-commerce & retail

Thousands of category and product pages, faceted navigation, and a platform that can ship a template change without anyone in SEO hearing about it.

What usually breaks

Out-of-stock templates quietly switching products to noindex
Faceted URLs leaking into the index, or canonicalised away entirely
Category titles rewritten by a theme or app update
Product schema dropped, taking price and review rich results with it

What SEO Radar watches

Robots and canonicals on category and product templates
Product and Offer schema on the pages that earn revenue
Daily ranks with shopping and AI overview features noted
Assistant answers for “best X for Y” buying prompts

e-commerce · example setup

Sample data

AI prompts to sample

› best standing desk for a small home office
› where to buy trail running shoes online

Example alert

critical

/collections/desks returned noindex after a theme update

Usually fits

Pro

Five sites covers a main store plus regional storefronts, with Slack alerts for the trading team.

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02 / 08

SaaS & B2B software

Pricing, comparison and integration pages carry the pipeline. They change often, they are often rendered client-side, and assistants now shortlist vendors before a buyer visits.

What usually breaks

A release ships with robots.txt still blocking staging paths
Pricing page title and H1 edited by marketing without review
Comparison pages losing rank to competitor refreshes
Your product left out of assistant answers for category prompts

What SEO Radar watches

Post-deploy checks on pricing, signup and comparison pages
Field-by-field diffs on titles, meta descriptions and H1s
Competitor pages published or refreshed in your category
Which vendors assistants name for “best tool for” prompts

saas · example setup

Sample data

AI prompts to sample

› best project management tool for a design agency
› crm with built-in email sequences for small teams

Example alert

warning

/pricing title changed from “Pricing & plans” to “Plans”

Usually fits

Pro

API access lets you pipe alerts into the release process, and AI prompts can run per region.

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03 / 08

Manufacturing & industrial

Long-tail specification searches, distributor competition and buyers who increasingly ask an assistant for a supplier shortlist before they ask a colleague.

What usually breaks

Catalogue migrations dropping canonicals across product ranges
Distributors outranking the manufacturer on its own part numbers
Spec pages losing their structured data in a CMS rebuild
Assistants citing a competitor's lead-time page instead of yours

What SEO Radar watches

Canonicals and indexability across catalogue sections
Ranks for part-number and specification keywords
New and refreshed pages from the distributors you name
Citations for supplier-shortlist prompts in each market

industrial · example setup

Sample data

AI prompts to sample

› best supplier for industrial fasteners in the uk
› stainless hose clamp manufacturers in europe

Example alert

info

Tracked competitor published 4 new pages under /guides/

Usually fits

Watch

One site with daily checks and email alerts suits most single-brand manufacturers.

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04 / 08

Publishing & media

Traffic depends on fast indexation, article markup and a CMS that changes more often than anyone admits. A broken template hits every new story at once.

What usually breaks

Article schema missing from templates after a CMS release
Canonicals pointing syndicated stories at the wrong source
Headline tags rewritten by an editorial tool
Evergreen guides losing their place in AI answers

What SEO Radar watches

Article and author markup on section templates
Indexation signals on new URLs as they publish
Ranks for evergreen guides, with SERP features recorded
Citations for the explainer prompts your guides target

publishing · example setup

Sample data

AI prompts to sample

› how to start running in your forties
› best budget laptops for students

Example alert

warning

Article schema missing on 38 pages since the last CMS release

Usually fits

Agency

Twice-daily crawls and higher page limits keep pace with a newsroom publishing schedule.

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05 / 08

Travel & hospitality

Seasonal demand, many markets and languages, booking engines on other domains, and online travel agencies competing for the same answers.

What usually breaks

hreflang removed or broken across market homepages
Seasonal landing pages noindexed and never switched back
Booking-engine redirects breaking internal links
Assistants recommending aggregators instead of the property

What SEO Radar watches

hreflang, canonicals and robots on every market homepage
Ranks per country and device for destination keywords
Status codes and redirects on booking paths
Citations for “where to stay” prompts by region

travel · example setup

Sample data

AI prompts to sample

› boutique hotel near the old town with parking
› family resort with a kids club on the mediterranean

Example alert

critical

hreflang removed from 12 market homepages

Usually fits

Agency

Per-market tracking across many sites, with WhatsApp alerts for teams on the move.

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06 / 08

Financial services

Pages that compliance edits, rates that change, and comparison sites that dominate both the results page and the assistant's answer.

What usually breaks

Compliance edits rewriting titles and H1s on product pages
Rate tables removed or moved behind a script
Comparison sites taking the citations for product prompts
Disclosures changing without anyone checking the ranking impact

What SEO Radar watches

Field-level diffs on product and rate pages
Ranks for product terms, with SERP features noted
Which sources assistants cite for product comparisons
Change history you can line up against ranking moves

finance · example setup

Sample data

AI prompts to sample

› savings account that pays interest monthly
› how to compare business credit cards

Example alert

warning

H1 changed and rate table removed on /savings/fixed-term

Usually fits

Enterprise

Hourly crawls and alert routing per team suit regulated sites with many owners.

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07 / 08

Healthcare & clinics

Searchers want trustworthy answers, and assistants lean on directories and large publishers. Service and practitioner pages need to stay crawlable, marked up and current.

What usually breaks

Practitioner pages dropping out of the index after a site rebuild
Medical organisation and reviewer markup removed
Directories cited in AI answers instead of the clinic
Booking widgets blocking crawlers from service pages

What SEO Radar watches

Indexation and schema on service and practitioner pages
Ranks for treatment and condition keywords
Citations for the questions patients ask assistants
Directory and competitor pages gaining links

healthcare · example setup

Sample data

AI prompts to sample

› what happens at a first physiotherapy assessment
› private dermatology clinic for acne scarring

Example alert

info

MedicalClinic schema restored on /services after fix

Usually fits

Watch

A single clinic site needs daily checks and email alerts, not a large allowance.

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08 / 08

Real estate & property

Listings appear and expire every day, portals dominate the results page, and a single template bug can take thousands of URLs with it.

What usually breaks

Expired listings returning 404s in bulk instead of redirecting
Listing templates losing titles or structured data
Portals outranking the agency for its own brand terms
Assistants citing portals for area and valuation questions

What SEO Radar watches

Status codes across listing and area pages
Template-level diffs on titles and structured data
Brand and area keyword ranks against named portals
Citations for valuation and moving prompts

property · example setup

Sample data

AI prompts to sample

› how to value a two-bedroom flat before selling
› is it better to rent or buy when relocating

Example alert

critical

1,240 listing URLs started returning 404

Usually fits

Agency

Twice-daily crawls and 1,500 watched pages keep up with listings that change every day.

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Prompts and alerts on this page are illustrative examples of what SEO Radar reports. They are not taken from customer data. Not listed? Tell us about your site and we will suggest a setup.

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