I/h/r Research Group
ihr-research.com is largely invisible to agents.
Listed by Overture Maps.
Ways to reach I/h/r Research Group directly, with no marketplace in between. Checked 2026-10-23. Report a mistake
8235 S Eastern Ave, 89123-2501, Las Vegas · 17027346094
Places near I/h/r Research Group that take a booking or an order on their own website, with no marketplace in between.
- Tres Amigos Mexican Grill180 m · mexican
- Chopstix190 m · chinese
- IDK Pizza200 m · pizza
- Tups' Sandwiches220 m · sandwich
- Foodie Fit260 m
The website's grade
An AI assistant can open I/h/r Research Group's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.
25 of 65 points available
agent-readiness level, Basic Web Presence
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.
The assistants were asked 12 everyday questions about Las Vegas and named 61 places. I/h/r Research Group wasn't one of them. See who was named →
How I/h/r Research Group compares
902 of 1,300 in Las Vegas
Top 69% of the sites scanned in this index. Just above: Fiesta Pinolera Restaurant F, Harley-Davidson Cafe F. Just below: Island Style F, Kneaders Bakery & Cafe F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 97% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 44% | no |
The top 10% are the 131 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Menu Cover Depot Llc | 121 m | D | no |
| Tres Amigos Mexican Grill mexican | 179 m | F | yes |
| Chopstix chinese | 188 m | A | yes |
| IDK Pizza pizza | 198 m | D | yes |
| Tups' Sandwiches sandwich | 217 m | A | yes |
| Foodie Fit | 256 m | A | yes |
| Sushi & Joy | 1.2 km | C | no |
| Island Flavor Express hawaiian | 1.3 km | F | no |
| Algoberto's Mexican Food mexican | 1.3 km | B | yes |
| Havana Grill cuban | 1.3 km | C | no |
Businesses like I/h/r Research Group in Las Vegas
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Las Vegas | 1,300 | 55% | 36% | 38.5% |
The best of the businesses of the same kind in Las Vegas
911 Taco Bar A 100% · Broadway Pizzeria A 100% · Cabo Wabo Cantina A 100% · Chicali Tacos A 100% · Chopstix 2 A 100%
After the top fixes
With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 43rd of 1,300 in Las Vegas, up from 902nd.
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
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No booking or ordering 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 a booking or ordering page on your own domain. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it
- No llms.txt no points, but worth doing
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Las Vegas. 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.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
Builder: unknown
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 your builder.
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": "LocalBusiness",
"name": "I/h/r Research Group",
"url": "https://www.ihr-research.com",
"telephone": "17027346094",
"address": "8235 S Eastern Ave, 89123-2501, Las Vegas",
"geo": {
"@type": "GeoCoordinates",
"latitude": 36.0395745,
"longitude": -115.1200411
}
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# I/h/r Research Group > local business in 8235 S Eastern Ave, 89123-2501, Las Vegas, Las Vegas. Phone 17027346094. ## About - Website: https://www.ihr-research.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
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 I/h/r Research Group
No direct path on record: the scan of 2026-10-23 found no booking or ordering link on ihr-research.com or on a vendor's site. The same record is served as JSON at /api/direct/ihr-research.com, through the MCP tool direct_record and in the city feed /city/las-vegas/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | 17027346094 |
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 |
Level 1 of 5, Basic Web Presence
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.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |