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The reliable way to audit local E-E-A-T is to create a dated evidence record, not a score. Define the business entity and its public profiles, capture what each page or listing actually shows, compare names, contact details, services, people, experience claims and reputation, then assign and verify corrections. Automated screenshots make the record repeatable, but a screenshot only proves what was visible at a particular time and context.
What a local E-E-A-T audit can—and cannot—tell you
Google describes E-E-A-T as experience, expertise, authoritativeness and trustworthiness. Its systems use a mix of signals that can indicate these qualities, but E-E-A-T itself is not a specific ranking factor. Search-quality-rater data is not fed directly into ranking algorithms. Treat E-E-A-T as an evaluation lens for the evidence customers and search systems can see, not as a measurable Google score.
An audit therefore answers practical questions: Does every public source identify the same business? Can a visitor verify who performs the work? Are hours, services and locations accurate? Do pages show real first-hand experience without fabricated claims? Are reviews genuine and handled according to platform rules? Is the site technically accessible and consistent with its structured data?
Ahrefs’ 2026 E-E-A-T audit framework is an industry checklist, not Google’s official checklist. It organizes observable entities—brand and website, people, and pages—along with brand clarity, contact details, reputation, technical trust, content evidence and site-wide signals. Use that structure to organize work, while keeping your conclusions limited to what you can document.
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As John Mueller is quoted by Ahrefs: “Sometimes SEOs come to us or like mention that they’ve added E-E-A-T to their web pages. That’s not how it works. Sorry, you can’t sprinkle some experiences on your web pages.” Evidence must describe real people, work and business activity.
Set the scope before you capture anything
Define the business entity
- Write the public business name, legal name if it differs, primary address and service area.
- List every location that has its own page, phone number, hours or profile.
- Identify the canonical website and the official profiles customers use, such as Google Business Profile and relevant directories or review platforms.
- Record the audit owner, the UTC date and time, and the next planned review.
For a multi-location business, audit one location at a time. A shared homepage can be evidence for the brand, but it cannot substitute for location-specific hours, staff, services or directions.
Choose a repeatable capture context
Visible results can change with device, viewport, locale, language, signed-in state, search location, cookies and time. Record those variables beside each capture. A screenshot of a listing is not proof of what every customer sees; it is a dated observation under the recorded conditions.
Build an evidence register
Use a spreadsheet, database or issue tracker with one row per auditable claim or page. Include these fields:
| Field | What to record |
|---|---|
| Audit item | For example, primary phone, Sunday hours, author credentials or review response. |
| Source | Exact page, listing or profile URL. |
| Observed value or claim | The text, number, badge, image context or structured-data value you saw. |
| Capture time | UTC date and time, plus locale, device and viewport when relevant. |
| Evidence reference | A stable screenshot filename or storage identifier. |
| Reviewer | The person or system that checked the evidence. |
| Status | Matches, discrepancy, inaccessible, needs verification or resolved. |
| Action owner and due date | The person responsible for correction and the follow-up date. |
Use deterministic filenames such as acme-plumbing-gbp-hours-2026-10-13T1430Z.png. Keep the original URL and metadata with the image; cropping away the address bar or listing context makes later verification harder.
Capture website and listing evidence automatically
Option 1: a browser script for pages you control
A headless browser is useful when you need a full-page image, a fixed viewport or several URLs on a schedule. The example below uses Playwright with Node.js. It waits for network activity, hides common transient elements with CSS, and saves a timestamped PNG. Adapt selectors to your site; do not hide evidence you are trying to audit.
npm install playwright
npx playwright install chromiumconst { chromium } = require('playwright');
const fs = require('fs');
const targets = [
{ name: 'home', url: 'https://example.com/' },
{ name: 'contact', url: 'https://example.com/contact' },
{ name: 'location-main', url: 'https://example.com/locations/main' }
];
(async () => {
const browser = await chromium.launch();
const context = await browser.newContext({
viewport: { width: 1440, height: 1000 },
locale: 'en-US',
timezoneId: 'UTC'
});
const page = await context.newPage();
const stamp = new Date().toISOString().replace(/[:.]/g, '-');
fs.mkdirSync('evidence', { recursive: true });
for (const target of targets) {
const response = await page.goto(target.url, { waitUntil: 'domcontentloaded', timeout: 90000 });
await page.waitForLoadState('networkidle', { timeout: 30000 }).catch(() => {});
await page.screenshot({
path: `evidence/${target.name}-${stamp}.png`,
fullPage: true
});
console.log(JSON.stringify({
name: target.name,
url: page.url(),
status: response && response.status(),
capturedAtUtc: new Date().toISOString()
}));
}
await browser.close();
})();For a production job, write the JSON output to the evidence register, retry transient navigation failures, and preserve a failed-run record rather than silently skipping a URL. If a page requires authentication, use a dedicated test account and protect its cookies and screenshots.
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Option 2: capture a listing or profile
Capture the public profile URL in a browser context that represents the audit scenario. Record whether the profile was reached directly or through a search result, the visible business name, category, address, phone, hours, services, photos, review summary and recent responses. Respect platform terms and access controls; do not automate actions that create, edit or solicit reviews.
Make captures comparable
- Use the same viewport and device preset for each scheduled run, then run a separate mobile capture.
- Use UTC timestamps and retain the exact URL after redirects.
- Wait for a known selector, a fixed delay or network idle when content is lazy-loaded.
- Capture the page before and after a material correction so the change is auditable.
- Store response status, final URL, screenshot path and any access error with the row.
Compare the evidence that affects local trust
Identity and contact details
Compare the visible business name, street address, service area, phone number, contact email, hours and holiday exceptions. A mismatch is not automatically spam—some businesses use a service-area address or department-specific phone—but it must be explainable and documented. Check the header, footer, contact page, location pages and each major public profile.
Services and location claims
List the services each source claims to provide and the locations it serves. Flag a profile that promises a service absent from the website, a location page that uses another branch’s phone number, or hours that conflict with the listing. Mark temporary closures and seasonal hours with the date they were verified.
Experience evidence
Look for first-hand examples, project context, before-and-after documentation, local conditions and a clear connection to the business or practitioner. Evidence should identify what was done, for whom or where it was done, and who can take responsibility for the statement. Never manufacture case studies, credentials or experience.
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Expertise and people
Record named authors, practitioners, editors, licenses or other relevant credentials, their responsibilities and a route to verify each claim. A generic “our experts” label is weaker than a byline and an accessible author or staff page. Check that biographies, team pages and profile descriptions agree on names, roles and locations.
Authority and reputation
Document independent mentions, relevant reviews, accurate profiles and links between the website and listings. Separate customer-authored material from business-authored marketing. Vendor audit scores are the vendor’s measurements; they are not Google measurements and should not be presented as an E-E-A-T or ranking score.
Trust and technical access
- Confirm HTTPS, a reachable contact page, ownership information, privacy and other applicable policies, and clear disclosures.
- Check for broken, blocked or inaccessible pages and whether important content appears without requiring an unusual script or login.
- Verify that the visible business details match the LocalBusiness structured data.
- Record redirects, error pages, interstitials, consent barriers and significant differences between desktop and mobile.
Handle reviews and listing policies correctly
Google says Maps contributions should reflect genuine experiences or define a business’s permanent identity. Its prohibited-content rules disallow promotional or solicitation material in reviews and restrict specified promotional content in listings. An audit should record what a profile and its reviews say, not manufacture evidence.
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Do not ask staff to post reviews, offer incentives, copy marketing text into customer reviews or manipulate ratings. When a review appears inaccurate or violates policy, document the URL, date and reason for the legitimate platform process. Keep a separate field for business-authored responses so a polished response is not mistaken for customer evidence.
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LocalBusiness structured data can communicate details such as hours and departments to search engines. Compare every marked-up value with the visible page, validate the markup, check how Google can see the page and allow time for recrawling and reindexing. Structured data is a machine-readable description; it does not prove that a business claim is true or establish an E-E-A-T score.
When a value differs, fix the source of truth first, then update the markup and recapture the page. Keep the validation result and the follow-up date in the register. If the page is not crawlable, a valid code block alone cannot make the information dependable.
Prioritize discrepancies and verify the fix
Use severity based on customer harm and breadth rather than on an invented score:
| Severity | Examples | Response |
|---|---|---|
| Critical | Wrong phone or address, a closed location presented as open, an inaccessible primary contact path, or a false credential. | Assign an owner immediately, correct every affected source, and recapture. |
| High | Conflicting hours, missing service-area information, a broken location page or materially inconsistent staff identity. | Set a short due date, update the source of truth and review connected profiles. |
| Medium | Outdated biography, incomplete policy link, missing project context or a stale photo. | Schedule an editorial or profile update and check it in the next cycle. |
| Low | Formatting differences that do not confuse customers. | Fix during normal maintenance and retain the observation. |
After a correction, capture the same URL with the same context and link the new evidence to the old row. Close the issue only when the visible page, listing and—where applicable—structured data agree.
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ScreenshotNeo is a website screenshot API and MCP server for developers. It can capture PNG, JPEG, WebP or PDF from one GET request. Before capture, it accepts the cookie or consent banner like a visitor and removes more than 60 known consent platforms, newsletter popups and chat widgets; each step can be turned off. Bot checks, CAPTCHAs, blank pages, timeouts, failed loads and cache hits are not billed, and each response identifies the outcome with X-Page-Verdict and X-Billed headers.
For an evidence register, pass the exact page URL and save the response with the UTC timestamp and headers. ScreenshotNeo supports full-page captures with lazy images loaded, CSS-selector element captures, dark mode, 12 device presets or any viewport, retina scale, transparent backgrounds, resizing, custom CSS and JavaScript, click-before-capture actions, selector hiding, waits for a selector or network idle, ad/tracker/request/resource blocking, custom headers, cookies, user agents and Authorization, timezone and geolocation, a cache TTL you choose, signed links for public image tags, asynchronous jobs with signed webhooks, bulk capture for up to 100 URLs per call, a usage API and an OpenAPI specification. Parameter names used by other screenshot APIs also work, which can simplify migration.
cURL
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpPython
import requests
r = requests.get("https://api.screenshotneo.com/v1/shot", params={"access_key": "YOUR_API_KEY", "url": "https://stripe.com"}, timeout=90)
open("shot.webp", "wb").write(r.content)Node.js
const q = new URLSearchParams({ access_key: 'YOUR_API_KEY', url: 'https://stripe.com' });
const res = await fetch(`https://api.screenshotneo.com/v1/shot?${q}`);Adapt only the target URL, then add the options your register needs, such as a fixed device, a CSS selector for the business details, a wait for a location heading, or PDF page ranges. The complete parameter reference is in the ScreenshotNeo documentation.
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Plans and cost control
| Plan | Included shots | Price |
|---|---|---|
| Free | 1,000 per month | No card required |
| Starter | 3,000 | $5 |
| Growth | 15,000 | $15 |
| Pro | 60,000 | $39 |
| Scale | 250,000 | $99 |
| Business | 1,000,000 | $249 |
Yearly billing gives two months free. Every feature is on every plan. Cache stable pages with a TTL you choose, use bulk capture for scheduled batches, and keep retries for genuinely failed loads so your register reflects what happened without unnecessary requests.
Do these 3 things before closing this tab:
1Repair Windows errors before they cause bigger problems2Fix the driver behind crashes, sound loss and screen glitches3Clear out junk files and repair common Windows errorsWhy this fits an evidence audit
The API preserves the source URL and can standardize device, viewport, locale, waits and page state across runs. The page verdict and billing headers let you distinguish a clean observation from a bot check, blank page or failed load. Its MCP server provides take_screenshot, get_page_info and capture_pdf tools for Claude, Cursor and other MCP clients, so an AI agent can collect evidence while your workflow retains human review and ownership decisions.
Or skip the browser setup:
Call ScreenshotNeo directly when you do not want to maintain a browser runtime. Cookie banners, newsletter popups and chat widgets are removed before the shot; bot checks, blank pages and failed loads are never billed. An MCP server lets AI agents take screenshots. The Free plan includes 1,000 screenshots a month with no card, and paid plans start at $5 for 3,000.
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpCreate a free ScreenshotNeo account to start the capture workflow.
Troubleshoot common capture and audit failures
The screenshot is blank or incomplete
Confirm the final URL and response status, wait for a meaningful selector or network idle, and allow lazy content to load. Check whether a consent dialog, bot check, authentication wall or JavaScript error prevented rendering. Record the failure instead of treating an empty image as evidence.
Desktop and mobile disagree
Capture both contexts and label them separately. Responsive navigation can hide contact details, while mobile-only buttons can expose a different phone number. Resolve customer-facing conflicts rather than choosing the prettier image.
A listing cannot be captured reliably
Use the public profile URL, note sign-in or regional requirements, and preserve the access limitation in the register. Do not bypass a platform’s access controls. If the profile is temporarily unavailable, schedule a recapture and avoid claiming that the field is absent.
The browser job times out
Increase the navigation timeout within reason, wait for a specific selector instead of all network activity, and identify third-party resources that never finish. Retry once with the same context; repeated failures should become an issue with an owner.
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Structured data passes validation but conflicts with the page
Update the visible source of truth and the markup together. Validation checks syntax and interpretation, not whether the business actually operates at the stated address or hours.
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A screenshot is mistaken for a ranking explanation
Label it as an observation with URL, timestamp and context. It cannot establish why a search engine ranked a page, prove a business claim, or measure E-E-A-T directly.
Run the audit on a sensible schedule
- Capture core website pages and primary listings after launch, rebranding, relocation, new services or major staff changes.
- Run a regular cycle for hours, contact details and review-profile changes; increase frequency during seasonal schedules.
- Trigger an immediate recapture after resolving a critical or high-severity discrepancy.
- Retain old evidence according to your organization’s privacy and retention policy, and restrict access to screenshots containing personal information.
The useful output is a traceable chain: source URL, observed claim, dated image, discrepancy, owner, correction and confirming capture. That chain improves customer-facing accuracy without pretending to calculate a Google E-E-A-T value.
Frequently Asked Questions
Is there a Google E-E-A-T score for a local business?
No. E-E-A-T is an evaluation concept, and Google says it is not a specific ranking factor. An evidence register can reveal inconsistencies, but it cannot produce an official score.
Should I ask customers to mention keywords in reviews?
No. Keep reviews based on genuine experiences and follow Google’s prohibited-content rules. Do not script, incentivize or fabricate customer-authored material.
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How long should a screenshot audit record be kept?
Keep captures long enough to demonstrate what changed and why, subject to your privacy, security and retention requirements. Always retain the source URL, timestamp and context with the image.
Can structured data establish that a business claim is true?
No. Structured data communicates machine-readable details. It must match visible content and be validated, but it is not independent proof of a claim or of trustworthiness.
What should happen after a discrepancy is fixed?
Recapture the same source under the same recorded conditions, link the new evidence to the original issue, and close it only when the visible sources and applicable markup agree.
Quick Recap
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