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Rankforce doesn’t give you a list of recommendations and leave you to implement them. It sends agents to do the work. Each agent is a dedicated AI process that audits your site, identifies a specific category of optimizations, explains every recommendation in plain language, and — once you approve or if autopilot is enabled — writes the changes directly to your WordPress or Framer site through the Rankforce plugin. This page explains how agents think, how they operate, and how they interact with your content.

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What an agent is

An agent in Rankforce is an autonomous process with a defined scope of responsibility. Unlike a one-shot AI tool that generates output when you prompt it, an agent runs on a schedule, remembers what it has already audited, tracks whether its past recommendations were applied, and continuously monitors your site for new opportunities or regressions. Each agent works within a strict boundary — it only touches the content type it was designed for, never modifies what it doesn’t own, and always records a snapshot of the page state before making any change. If you ever want to reverse what an agent did, you can — every action is reversible from the Audit Log.
Agents do not have access to your hosting environment, server files, or databases. They interact exclusively with your site’s content layer through the Rankforce WordPress plugin or Framer integration. Your infrastructure stays untouched.

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The three agents

Rankforce currently ships three agents. Each one is specialized and runs independently, but they share a common audit index so their recommendations are always coordinated.

SEO Optimization Agent

Audits and improves the foundational signals that drive Google rankings: meta titles, descriptions, heading structure, internal links, image alt text, and canonical tags.

GEO Visibility Agent

Rewrites and restructures your content to be more quotable in AI-generated answers from ChatGPT, Perplexity, Google AI Overviews, and similar systems.

AEO Schema Agent

Generates and injects valid JSON-LD structured data — FAQ, HowTo, Article, BreadcrumbList — to make your pages eligible for rich results and direct answer placements.

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SEO Optimization Agent

The SEO Optimization Agent is the first agent to run when you connect a new site. It crawls every indexed page and evaluates it against a checklist of ranking factors. For each issue it finds, it generates a specific, actionable fix — not a vague suggestion. What it audits:
  • Missing, duplicate, or truncated meta titles and descriptions
  • Pages with no H1, multiple H1s, or a broken heading hierarchy
  • Images with missing or generic alt text
  • Internal linking gaps — pages with few or no inbound internal links
  • Pages that are accidentally noindexed or have conflicting canonical tags
When it proposes a meta title rewrite, you see the current value, the proposed value, the character count for both, and the reasoning behind the change. You approve or reject at the recommendation level — you’re never approving a black-box batch operation.

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GEO Visibility Agent

The GEO Visibility Agent analyses your content at the sentence and paragraph level, looking for places where your writing is too vague, too promotional, or too buried for an AI model to confidently excerpt and cite. What it improves:
  • Rewriting hedged or ambiguous passages into direct, quotable statements
  • Surfacing factual claims and structuring them as citable, attributable sentences
  • Identifying topic gaps where your page is less comprehensive than competing sources an AI might prefer
  • Strengthening entity clarity — ensuring your brand, product, and topic names appear consistently so AI models build accurate associations
The GEO Visibility Agent shows you a side-by-side diff of every content change it proposes. The diff highlights exactly which words changed and why — you never have to read the whole paragraph again to spot the edit.

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AEO Schema Agent

The AEO Schema Agent scans your pages for content that maps to known structured data types — question-and-answer sections, step-by-step instructions, product information, articles — and generates the corresponding JSON-LD markup. It validates the output against Google’s Rich Results guidelines before proposing it. What it generates:
  • FAQPage schema for pages with Q&A content
  • HowTo schema for instructional, step-by-step pages
  • Article and NewsArticle schema for blog posts and editorial content
  • BreadcrumbList schema for consistent site hierarchy signalling
  • Custom Organization and WebSite schema for your homepage
The agent injects all markup into the <head> of your page through the Rankforce plugin — it never alters your visible page content, only the structured data layer.

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How agents operate: the full cycle

Every agent follows the same four-phase cycle for every page it works on.
1

Crawl

The agent requests your page through Rankforce’s crawler, which renders JavaScript and captures the full DOM — the same view a search engine would see. It records all relevant signals: meta tags, heading structure, body content, existing structured data, internal and external links, and image attributes.
2

Analyze

The agent runs its analysis against Rankforce’s optimization models. It scores the page across every factor in its remit, identifies which issues have the highest potential impact, and ranks its recommendations by estimated improvement value so the most important fixes always surface first.
3

Recommend

The agent generates specific, human-readable recommendations — each one explains what the current state is, what the proposed change is, and why the change is expected to improve performance. No recommendation is ever delivered as a raw code block without context.
4

Apply or queue

If your trust level is set to Manual, the recommendation waits in your Approvals queue. If it is set to Supervised, the agent applies low-risk changes automatically and queues high-risk changes for your review. If it is set to Full Autopilot, the agent applies the change immediately. In all three cases, a before-state snapshot is captured before any write occurs.

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Agent transparency

One of the core design principles of Rankforce agents is that you should never have to trust them blindly. Every recommendation includes:
Each recommendation comes with a one-to-three sentence explanation written in plain English — not SEO jargon, not model output. You’ll know exactly why the agent thinks this change matters and what outcome it is targeting.
For every change that touches content or metadata, Rankforce shows you a side-by-side or inline diff of the current state versus the proposed state. Nothing is described abstractly when it can be shown concretely.
Agents surface a priority level (High / Medium / Low) for each recommendation, based on how significant the gap is between your current state and best practice. High-priority items represent the largest potential gains and are always shown first.
Every action an agent takes — whether a recommendation it queued, a change it applied, or a page it skipped — is recorded in the Audit Log with a timestamp, the agent name, and the full content snapshot. You have a complete, searchable history of everything that has ever happened on your site within Rankforce.

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How agents connect to your CMS

Agents write changes to your site through the Rankforce plugin, which you install once on your WordPress site or enable through the Rankforce Framer integration. The plugin exposes a secure, authenticated API that agents use exclusively for content writes — reading is done through Rankforce’s own crawler. What the plugin can do:
  • Update post and page meta titles, descriptions, and Open Graph tags
  • Modify heading tags and body content within posts and pages
  • Add or update image alt attributes
  • Inject or update JSON-LD structured data in the page <head>
  • Create internal links within body content
What the plugin cannot do:
  • Access your theme files, plugin code, or wp-config.php
  • Delete pages, posts, media, or any other content
  • Modify user accounts, permissions, or site settings
  • Take any action outside the content scope defined above
If you add a page to your Protected Pages list, agents will never read or write to that page — even in Full Autopilot mode. Use this for your homepage, pricing page, legal pages, or any page where you want to retain complete manual control. See Safe Autopilot for details.