Gerson Lehrman Group
glg.com is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Gerson Lehrman Group directly, with no marketplace in between. Checked 2026-10-23. Report a mistake
301 Congress Ave, 78701-2905, Austin · +15124742481
Places near Gerson Lehrman Group that take a booking or an order on their own website, with no marketplace in between.
The website's grade
AI assistants can't open Gerson Lehrman Group's website, so they go by what other sites say about it.
8 of 65 points available
agent-readiness level
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.
How Gerson Lehrman Group compares
1,081 of 1,189 in Austin dentists, clinics and vets
Top 91% of the sites scanned in this index. Just above: Women's Imaging Center F, Apex Cancer Care F. Just below: Jonathan Macclements, Md, Faafp F, Carousel Pediatrics F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | no |
| Publish the menu or price list as HTML | 6% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 40% | no |
The top 10% are the 126 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Webflow 6,169 sites | 57% | 23% | 12.3% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Pathway Vet Alliance | 99 m | F | no |
| EMS Station 06 | 329 m | D | no |
| Dr. Laura Speck | 346 m | F | no |
| Find My Dentist | 377 m | B | yes |
| Austin Cosmetic Dentistry | 407 m | B | yes |
| Tx Dental Plan | 592 m | D | no |
| Texas Medical Marijuana | 617 m | B | yes |
| Josh Simpson MS-PAC | 648 m | D | no |
| Curative Commons | 665 m | F | no |
| ESA Letter Texas | 689 m | D | no |
Businesses like Gerson Lehrman Group in Austin dentists, clinics and vets
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Austin dentists, clinics and vets | 1,189 | 51% | 24% | 12.3% |
| Sites built with Webflow in Austin dentists, clinics and vets | 37 | 59% | 27% | 12.3% |
The best of the sites built with Webflow in Austin dentists, clinics and vets
Daniel J. Leeman B 84.6% · Gameday Men's Health Austin TRT, Peptide, and ED Clinic B 84.6% · Ideal Dental Central Austin B 84.6% · Lifetime Smiles Cosmetic Dentistry B 84.6% · VITAL Rheumatology B 84.6%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No online booking link on the website; Structured data is incomplete), the score would be about 84.6%. That would be 6th of 1,189 in Austin dentists, clinics and vets, up from 1081st.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- The site turns away every visitor that isn't a browser, AI agents included +25 points
A plain fetch was refused (challenge:just a moment). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- No online booking link on the website +15 points
There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. How to fix it
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
- No list of services and prices found +7 points
Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Austin dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- Structured data found (Organization) no address, phone or hours in it
Builder: webflow · A plain fetch got challenge:just a moment; a real browser got the page, so the scan continues on the rendered page.
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on webflow.
Where to paste it on Webflow: the site's custom code settings, in the head code field. the official help page.
Show the code to paste
Structured data (JSON-LD)
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Gerson Lehrman Group",
"url": "http://www.glgroup.com/",
"telephone": "+15124742481",
"address": "301 Congress Ave, 78701-2905, Austin",
"geo": {
"@type": "GeoCoordinates",
"latitude": 30.265278,
"longitude": -97.742828
}
}
</script>
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/glg.com"><img src="https://directindex.org/badge/glg.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for Gerson Lehrman Group
No direct path on record: the scan of 2026-10-23 found no booking or ordering link on glg.com or on a vendor's site. The same record is served as JSON at /api/direct/glg.com, through the MCP tool direct_record and in the city feed /city/austin-clinics/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +15124742481 |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | no |
Only a real browser got this page (a plain fetch got challenge:just a moment); Readable and Actionable were measured on the rendered page.
Not measured
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| JSON-LD for the business | yes |