AEO Audit as Agency Deliverable in 2026

Local marketing agencies are productizing AEO audits as a recurring per-client deliverable in 2026. The price band: $99 for a one-time audit, $199-499/mo for a recurring monthly report. The data layer drives the cost down enough to make the margins work even at the cheapest tier.

What an AEO audit deliverable looks like

Markdown report (or PDF) per client with: branded SERP visibility (where the brand appears for its own name); category visibility (where the brand appears for category queries); AI Overview citation status; Reddit thread mentions; five specific recommended actions ranked by expected impact.

Why this productizes well

Repeatable. Measurable. Deliverable on a fixed schedule. Doesn't require deep technical knowledge from the client (the agency reads the report and explains what to do). Pairs with the agency's existing offerings (SEO retainer, content services, social media management).

The per-client data flow

import os, requests
API_KEY = os.environ['SCAVIO_API_KEY']
H = {'x-api-key': API_KEY}

def audit(biz):
    domain = biz['domain']
    branded = requests.post('https://api.scavio.dev/api/v1/search', headers=H,
        json={'query': biz['name'], 'include_ai_overview': True}).json()
    category = requests.post('https://api.scavio.dev/api/v1/search', headers=H,
        json={'query': f'best {biz["category"]}', 'include_ai_overview': True}).json()
    reddit = requests.post('https://api.scavio.dev/api/v1/reddit/search', headers=H,
        json={'query': biz['name']}).json()
    return {
        'branded_top10': sum(20 for o in branded.get('organic_results', [])[:5]
                             if domain in o.get('link','')),
        'branded_ai_cited': domain in (branded.get('ai_overview') or {}).get('citations', []),
        'category_ai_cited': domain in (category.get('ai_overview') or {}).get('citations', []),
        'reddit_threads': len(reddit.get('posts', []))
    }

The cost math per client

3 Scavio calls per audit = 3 credits = $0.013 of API spend per full audit. At a $99 one-time price, the agency's gross margin is essentially the entire price minus the time to present the report. At $199/mo recurring, the API cost compounds to $0.40/mo per client — completely irrelevant to margin.

What the agency actually does

Reads the report. Calls the client and walks through the five recommended actions. Does the work the client signs up for (writing entity-coverage pages, building Reddit presence, adding FAQ schema). Reruns the audit monthly to show progress.

Why this beats the per-tool dashboard pricing

Profound at $499/mo Lite is single-tenant — agency can't share with 20 clients without 20 subscriptions. Otterly at $29/mo per workspace is more affordable but has its own per-tenant model. A Scavio-driven script handles unlimited clients on one $30/mo Project tier or a $100/mo Bootstrap tier for higher volume.

The dashboard layer (optional)

For agencies that want a client-facing dashboard, pair Otterly ($29/mo) with the Scavio script. Otterly handles the visualization; the Scavio script handles the metrics Otterly doesn't expose at row level. Combined cost: ~$60/mo total for the agency, multi-client.

The recurring-revenue case

AEO audits are a perfect fit for retainer pricing because the landscape moves monthly. ChatGPT changes citation behavior. Google AI Mode rolls out new features. Reddit threads shift. Clients need monthly check-ins, not one-time deliverables. A $299/mo retainer × 20 clients = $6K/mo of recurring revenue with $30/mo of underlying tooling cost.

Honest constraints

AEO audits do not replace SEO audits. They sit alongside. Clients still need their site fast, indexable, and link-earning. The AEO layer is additional, not replacement. Agencies pitching AEO as a replacement for SEO usually lose clients within 6 months.

Generalizing beyond local

Same pattern works for SaaS clients, ecommerce brands, B2B services. Replace "dentist Austin" with the client's actual category query. The data layer doesn't care about the vertical; the recommendations do, but those come from the agency's expertise, not the script.