METHODOLOGY

How SERPent researches and writes.

No black box. Where the knowledge comes from, what a human checks, and how pages stay accurate.

★ THE STANDARD

Every claim is checked before it ships.

The real question about any AI writer: what did it know, where did that come from, and how much did a human still have to check?

SERPent's answer: every claim is grounded in researched sources and your approved product knowledge, with human review before it publishes.

EVERY COMPARISON CLAIM

e.g. <your product> does X that <rival> doesn't. Every claim runs this check first.
1 Read the live search
2 Match your approved KB
3 Flag anything unverified
grounded ✓ source attached · human-reviewed

THE PROCESS, IN THE OPEN

From keyword to published page.

Five steps. What the machine does, and where a human takes over.

1

Read the live search

Fresh sources, not stale training data

SERPent reads the live results, People Also Ask, and the AI answers already ranking for your keyword. It reflects what buyers see today, on the date it writes.

2

Learn your product

A knowledge base you approve

Point it at your site and your rivals'. It builds a knowledge base you review: your positioning, product facts, and where each rival falls short. That, not the open internet, is the source of truth about you.

3

Ground every claim

Sourced, or it doesn't ship

Every claim traces to a researched source or an approved fact. If nothing backs it, it doesn't go in the page.

4

Human review

A person signs off before publish

SERPent does the research and the writing. A human confirms the facts and approves the page before it goes live.

5

Keep it fresh

Refresh as rivals change

Rivals reprice and rebrand. Refresh a page in one click, or let SERPent re-check it every 3 months, so it keeps ranking instead of decaying.

WRITTEN FOR EVERY ENGINE

SEO, AEO, and GEO in one pass.

Three optimizations, built into every page.

SEO

Rank on Google

Targets the 'alternatives' and 'vs' terms buyers use to choose.

AEO

Quoted by answer engines

A direct answer plus FAQ schema, so AI Overviews pull your words.

GEO

Cited by LLMs

Written to be the source ChatGPT and Perplexity cite.

See the process on your own category.

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