Ada· SEO & AEO Strategist

Only write what can actually rank

Ada scores every idea for difficulty and intent, then optimises each draft to win Google and the AI answer engines. No more publishing into the void.

Free to start · No card required

app.mavrix.life/keywords
Ranked opportunities34 scored · 11 high-intent
ranked
KeywordIntentKDPriority
ai content workflowBuyer32High
get cited by ai searchInfo21High
seo for startupsBuyer54Medium
content repurposing toolBuyer61Medium
Sound familiar?

The problems Ada takes off your plate

✕ Without Mavrix
  • You publish and it never ranks.
  • Tools give volume, not whether you can win.
  • You optimise for Google and ignore AI answers.
  • SEO advice is vague and never draft-specific.
✓ With Ada
  • Every idea scored before you commit a word.Difficulty scoring
  • Ranked by real opportunity, not raw volume.Opportunity ranking
  • Optimised for AI answers, not just blue links.AEO optimisation
  • Every draft audited on-page before it ships.Draft SEO audit
Why it matters

What you get out of it

🎯

Stop writing into the void

Pursue only the keywords you can realistically win, scored before you spend a single draft.

🤖

Show up in AI answers

Get cited where buyers now ask their questions, not just in the ten blue links.

Every draft ships optimised

No post-hoc SEO scramble. Each piece is audited for search and AEO before it goes live.

How it delivers

Each benefit, and the feature behind it

Benefit · only chase winnable keywords

Scored and ranked, not just listed

Every idea gets an intent label and a difficulty score, ordered so the highest-opportunity work sits at the top.

  • Buyer vs informational intent tagged
  • Difficulty scored, priority ranked
  • The reasoning shown, not hidden
app.mavrix.life/keywords
Ranked opportunities34 scored · 11 high-intent
ranked
KeywordIntentKDPriority
ai content workflowBuyer32High
get cited by ai searchInfo21High
seo for startupsBuyer54Medium
content repurposing toolBuyer61Medium
Benefit · get quoted by AI search

Optimised for the answer engines

Ada audits each draft against the questions AI engines answer, then scores its readiness before you publish.

  • Target questions covered and formatted
  • Snippet and schema structure checked
  • Unsupported claims flagged for a source
app.mavrix.life/audit
AEO readinessThe founder's guide to AI search
92 / 100
Answers 6 of 6 target questions
Snippet-formatted intro and summary
Schema and headings structured to parse
1 claim needs a source citation
Ready to publish6 snippet targets
Walkthrough

Watch Ada score a month of ideas

Loom-ready · drop in your embed to go live

Under the hood

The full feature set

Difficulty scoring

Every keyword rated for how hard it is to rank, so you pick winnable fights.

Intent classification

Buyer, informational or navigational, so effort matches the goal.

Opportunity ranking

Ideas ordered by real upside, not raw search volume.

AEO optimisation

Shaped for the questions AI answer engines actually field.

Snippet targeting

Formatting and structure aimed at featured snippets and citations.

On-page draft audit

Each draft checked for on-page and AEO gaps before it ships.

⚠ Placeholder · replace with real customer quotes before launch

What founders say

Sample
★★★★★
“We finally stopped publishing posts that never ranked. Ada tells us upfront.”
JK
Sample Name
Founder, B2B SaaS
Sample
★★★★★
“Two of our pages are now cited in AI answers. That was never on our radar.”
SM
Sample Name
Head of growth
Sample
★★★★★
“The draft audit catches what our old SEO checklist always missed.”
AO
Sample Name
Content lead
⚠ Illustrative · replace with real outcomes before launch

Case studies

B2B SaaS blog · 20 postsIllustrative

From page three to page one

8keywords to page 1
organic clicks
Problem

A backlog of posts targeting terms too competitive to ever rank.

With Ada

Re-scored the backlog, refocused on winnable, high-intent terms.

Result

Eight keywords reached page one within the quarter.

Fintech startup · new content programIllustrative

Cited in AI answers within six weeks

6 wksto first AI citation
6snippet targets won
Problem

Buyers increasingly asked AI assistants, and the brand never showed up.

With Ada

Optimised each piece for answer-engine questions and snippet structure.

Result

First AI citations within six weeks, six snippet targets won.

Questions

Answered

How is difficulty scored? +
Ada weighs how competitive a term is against your site, so the score reflects what you can realistically win, not a generic number.
What is AEO? +
Answer-engine optimisation: shaping content so AI assistants quote it. Ada targets the questions those engines field and checks snippet and schema structure.
Does it audit my existing drafts? +
Yes. Paste or import a draft and Ada returns an on-page and AEO readiness score with specific fixes.
Do I need an SEO background? +
No. Ada does the scoring and the audit; you just act on a short, ranked list of fixes.

The rest of the team

Ada scores the ideas Scout finds, then hands the winners to the writer.

See what you can actually rank for

Free to start. Score your first month of ideas in seconds.