Is alisiddique.com AI agent ready? B · 76/100

3 remaining issues need a different fix: B3 Web Bot Auth key directory, P2 MCP Server Card, E1 Correct 404 handling. ThinkRank does not solve those — see each check below for the manual steps.

ThinkRank is a free WordPress plugin from the team behind AIScan. Every check above is also fixable by hand — the per-check guides below keep the manual robots.txt, PHP and WPCode steps.

Get ThinkRank for WordPress

Fix automatically with AIScan

5 open checks (3 failing) can be handed to an AI agent: B2, B3, P2, M4, E1. Pick one route — each returns the full, check-by-check instructions.

Option A — Agent Skill (any runtime)

npx add-skill https://aiscan.site/aiscan-skill.json

Then ask your agent: “Fix the failing AI readiness checks for https://alisiddique.com/”.

Option B — Claude Code (CLAUDE.md)

curl -o CLAUDE.md https://aiscan.site/CLAUDE.md

Drop it in your project root, then ask Claude Code to fix the failing AIScan checks.

Option C — MCP client

https://aiscan.site/api/mcp

Tools: scan_website, get_fixes, get_grade. Call get_fixes { "url": "https://alisiddique.com/" }.

Option D — REST API

curl -s 'https://aiscan.site/api/public/scan?url=https%3A%2F%2Falisiddique.com%2F'

Returns every check with its complete fix guide.

Verify: Re-scan at https://aiscan.site after applying fixes, or run npx aiscan-cli https://alisiddique.com/. Individual checks that need a specific probe list it in their own guide.

Quick Wins

Top 3 fixes ranked by score impact

01Fail
Machine-readable pricing
+6 pts if fixed
Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.
See full details
02Fail
Explicit AI bot rules
+5 pts if fixed
Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
See full details
03Fail
Correct 404 handling
+4 pts if fixed
Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
See full details

Hand-off prompt for your coding agent5 issues

# WordPress agent-readiness fixes

Site: https://alisiddique.com/
Platform: wordpress (99% confidence)
AIScan score: 76/100 — Level 4 (Interactive)
Rubric: v2026.08.2

Apply these in WordPress admin or via a small mu-plugin. Prefer the plugin route so changes survive theme updates.

## Failing checks
- **[M4] Machine-readable pricing** — FAIL
  - Evidence: no JSON-LD Offer found on /pricing or the homepage
  - Fix: Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.
- **[B2] Explicit AI bot rules** — FAIL
  - Evidence: 0 known AI agent(s) addressed in robots.txt
  - Fix: Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
- **[P2] MCP Server Card** — PARTIAL
  - Evidence: HTTP 200
  - Fix: Optional: publish /.well-known/mcp/server-card.json if you expose an MCP server.
- **[E1] Correct 404 handling** — FAIL
  - Evidence: GET /aiscan-404-probe-3dgym2 → HTTP 200 (soft 404 — returns 200 for a missing page), 248860 bytes, text/html
  - Fix: Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
- **[B3] Web Bot Auth key directory** — PARTIAL
  - Evidence: HTTP 200
  - Fix: Optional: serve a JWKS-style key directory at /.well-known/http-message-signatures-directory.

## How to apply on WordPress
- **robots.txt / llms.txt**: drop static files at the web root (FTP / file manager), or use a small plugin that filters `robots_txt` and registers a rewrite rule for `/llms.txt`.
- **Markdown negotiation**: a mu-plugin hooking `template_redirect` can return `get_the_content()` as Markdown when `Accept: text/markdown` is present.
- **AI bot rules**: extend the robots.txt block above with user-agents (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, Bytespider, CCBot…).
- **MCP / Agent Skills cards**: place JSON files under `/.well-known/` via the same mu-plugin.

Avoid bloated SEO plugins — a single ~60-line mu-plugin covers all of this.

How this score is calculated

Every check earns points against a weight. We divide the points you earned by the points that actually apply to a WordPress — so checks that don't apply never drag you down.

Essential

22 / 31 pts

Baseline every site should meet.

Recommended

20 / 26 pts

Strong signals most sites benefit from.

Bonus earned

5 signals

Emerging standards. Can only add points.

Not counted (4): B1, P4, M3, E2 — either not applicable to this site profile or optional and not yet adopted. Expand any check to see the exact evidence we based it on.

Discoverability

Can agents find your pages? robots, sitemaps, llms.txt.

Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · E1
What we found
GET /aiscan-404-probe-3dgym2 → HTTP 200 (soft 404 — returns 200 for a missing page), 248860 bytes, text/html
Measured against
RFC 9110 §15.5.5 — 404 Not Found Google Search Central — soft 404s
How to fix it
Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
Return a real 404 status
A missing page must answer 404 (or 410), never 200. A soft 404 makes agents index your error page as real content.
Make the body recoverable
The 404 body should name the site and link to the homepage, sitemap, docs, and search so an agent can find its way back instead of dead-ending.
Verify
curl -sI https://yoursite.com/this-page-does-not-exist-123 | head -n 1
Fix in ChatGPT Fix in Claude

Content

100

Can agents read your content cleanly? Markdown, structured data.

Bot Access

Are AI crawlers explicitly allowed or blocked?

Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · B2
What we found
0 known AI agent(s) addressed in robots.txt
Measured against
RFC 9309 — Robots Exclusion Protocol Google-Extended documentation
How to fix it
Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
Fix with Rank Math
Rank Math is already installed on this site, so you can manage most AI-readiness signals without touching code. Follow the per-check steps below. For anything Rank Math doesn't cover, use the WPCode plugin to add small PHP snippets safely.
In Rank Math
Go to Rank Math → General Settings → Edit robots.txt and add explicit Allow rules for each major AI crawler so your policy is unambiguous.
Paste this block
User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: /
Alternative: ThinkRank (runs alongside Rank Math)
ThinkRank is a free WordPress plugin from the team behind AIScan. It installs next to Rank Math — keep your current SEO plugin, nothing to migrate. Add ThinkRank to WordPress. Optional: the steps above already fix this check without it.
In ThinkRank
Go to ThinkRank → Sitemaps & Crawling → Robots.txt and add explicit Allow rules for each major AI crawler so your policy is unambiguous.
Paste this block
User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: /
Fix in ChatGPT Fix in Claude

Capabilities

Can agents do things? APIs, auth, MCP, Agent Skills.

Commerce

Can agents transact? Catalogs, checkout, agentic commerce.

Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · M4
What we found
no JSON-LD Offer found on /pricing or the homepage
Measured against
schema.org/Offer schema.org/AggregateOffer JSON-LD 1.1
How to fix it
Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.
Add Offer JSON-LD to your pricing page
One block per plan (or one AggregateOffer covering the range) so an agent can answer "what does this cost?" without reading prose.
Example
<script type="application/ld+json"> { "@context": "https://schema.org", "@type": "Product", "name": "Pro", "offers": { "@type": "Offer", "price": "12.00", "priceCurrency": "USD", "priceSpecification": { "@type": "UnitPriceSpecification", "price": "12.00", "priceCurrency": "USD", "billingDuration": 1, "billingIncrement": 1, "unitCode": "MON" }, "availability": "https://schema.org/InStock", "url": "https://example.com/pricing" } } </script>
Keep it truthful
The structured price must match the price a human sees; agents will quote it.
Fix in ChatGPT Fix in Claude

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Is alisiddique.com AI agent ready? B · 76/100

alisiddique.com

Scan history · 2 public scans of alisiddique.com

ThinkRank fixes 2 of your 5 issues

Fix automatically with AIScan

Quick Wins

Machine-readable pricing

Explicit AI bot rules

Correct 404 handling

How this score is calculated

robots.txt present & sane

XML sitemap

Link header for discovery

Correct 404 handling

Return a real 404 status

Make the body recoverable

Verify

HTTPS & canonical host

Markdown content negotiation

/llms.txt

Structured HTML (title, meta, JSON-LD, single H1)

Heading hierarchy & server-rendered text

Content feed (RSS / Atom / JSON Feed)

Content Signals in robots.txt

Explicit AI bot rules

Fix with Rank Math

In Rank Math

Paste this block

Alternative: ThinkRank (runs alongside Rank Math)

In ThinkRank

Paste this block

Web Bot Auth key directory

API Catalog (RFC 9727)

MCP Server Card

Agent Skills index

OAuth discovery metadata

Machine-readable API description

Machine-readable pricing

Add Offer JSON-LD to your pricing page

Example

Keep it truthful

Universal Commerce Protocol (UCP)

x402 Payment Required signal

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Embed your AIScan badge

Create a free account to track this site over time

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