Compare Enterprise AEO Platform Pricing Models and Hidden Costs

What pricing models do enterprise AEO platforms use?

Enterprise AEO pricing differs by what the buyer pays for: predictable software access, variable monitoring volume, or execution against an agreed outcome. Compare platform subscriptions, services, implementation, and contract commitments before comparing monthly figures.

Subscription and license-fee models suit teams with an annual budget and a stable prompt list. Freemium plans support evaluation, while usage-based pricing rises with prompts, engines, locations, brands, or response volume. Value-based and performance-based models tie more spend to commercial outcomes, which requires clear definitions for the outcome, attribution method, and review period.

Operating models also affect total cost. DIY software gives an internal SEO, content, or demand generation team a recurring measurement layer. Agency audits start around $1,000 and enterprise programs can exceed $50,000, based on pricing listings read in October 2026. Ongoing AEO retainers run from $3,000–$12,000 per month, while AEO and GEO services range from $2,000–$10,000 per month in 2026, based on pricing listings read in October 2026. An in-house program also adds staff time, governance, and technical implementation costs beyond the software contract.

How much do enterprise AEO platforms cost per month?

Enterprise AEO platform costs range from entry monitoring plans to custom contracts above $2,000 per month. Entry-level tools range from roughly $29–$99 per month, mid-tier plans range from about $200–$700, and enterprise platforms can cost more than $2,000 monthly, per techradar.com, July 2026.

Implementation, reporting, and execution widen those ranges. Mid-market AEO budgets run from roughly $400–$5,000 per month, while enterprise budgets run from $5,000–$25,000 or more, per solcrys.com, October 2026. Those figures describe total program spend, not only a prompt-tracking subscription.

Published tier ladders can rise quickly. Median prices roughly double or more at each tier step, based on pricing listings read in October 2026. The relevant question is whether a higher tier adds needed coverage, governance, and workflow capacity rather than a larger quota. All platform figures in this comparison were read from published listings in October 2026.

What do published plans from leading enterprise AEO platforms include?

Published plans differ in daily prompt limits, engine coverage, agency packaging, and measurement depth. The comparison uses a shared monthly view where public pricing exists, but custom enterprise contracts still require written scope for volume, support, retention, and implementation.

The table lists entry-plan facts available as of October 2026. Sona AI Visibility pricing reflects Sona pricing details available in October 2026. Third-party plan details reflect published listings read in October 2026. A cost per daily tracked prompt appears only where the approved pricing data provides that shared-unit figure.

Tool	Starting price	Agency Plans? (Yes/No)	# of Answer Engines Tracked	Answer Engines	# of Daily Tracked Prompts (entry plan)	Cost per Daily Tracked Prompt	Differentiation
Sona AI Visibility	From $75/month, billed annually	Yes	11	ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Perplexity, Claude, DeepSeek, Grok, Copilot, Qwen, Mistral	5,000 credits/month, about 56 prompts tracked daily across 3 engines	$0.45 per daily tracked prompt	Connects AI citations and prompts to pipeline and revenue on one account timeline, and tracks AI crawler activity from server logs or a lightweight edge worker without a JavaScript tag.
Profound	Free Trial; Enterprise custom pricing	Yes	3	ChatGPT, Gemini, Google AI Overviews	50 prompts daily during the 7-day trial	Custom enterprise pricing	Focus: tracking AI visibility across answer engines with agency workspaces and custom enterprise prompt plans.
Peec AI	From $95/month	Yes	3	ChatGPT, Google AI Mode, Google AI Overviews	50 prompts daily	$0.63 per daily tracked prompt	Focus: citation and mention tracking across AI engines, with self-serve and agency plan tiers.
Otterly.ai	From $29/month	Yes	4	ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot	15 prompts daily	$0.48 per daily tracked prompt	Focus: AI search monitoring across named answer engines, with prompt-based plan tiers and agency plans.
Goodie	From $295/month	Yes	5	Not published	110 prompts daily	$0.67 per daily tracked prompt	Focus: AI visibility monitoring and optimization workflows across plan tiers.

Plan ladders and buyer fit, as of October 2026:

• Sona AI Visibility: A 14-day free trial supports evaluation. Starter begins at $75/month billed annually, with 5,000 monthly credits and about 56 daily tracked prompts across 3 engines for a single-brand evaluation. Growth starts at $249/month billed annually, with 20,000 credits and about 222 daily prompts for multi-market teams. Enterprise uses custom pricing, with unlimited prompts and projects, 150+ countries, and enterprise governance requirements. Agency plans begin at $199/month billed annually for multi-client workspaces and white-label reports.
• Profound: A free 7-day Trial includes 50 daily prompts across ChatGPT, Gemini, and Google AI Overviews for evaluation. Enterprise is custom pricing, with daily custom prompt plans and up to 9 answer engines for enterprise teams. Agency Growth starts at $99/month, while client workspaces cost an additional $399/month each, which suits agencies that need separate client environments.
• Peec AI: A free trial is offered with terms not stated. Starter begins at $95/month with 50 daily prompts across 3 active engines for a single-brand team. Pro costs $245/month with 150 daily prompts, while Advanced costs $495/month with 350 daily prompts for larger multi-market teams. Enterprise reaches up to 13 engines, with custom pricing. Agency plans start at $245/month.
• Otterly.ai: A free trial runs for 7 or 14 days depending on the page. Lite begins at $29/month with 15 daily prompts across 4 engines for limited monitoring. Standard costs $189/month with 100 daily prompts, and Premium costs $489/month with 400 daily prompts for broader tracking. Enterprise is custom, with plans from 1,000 prompts. Agency plans begin at $189/month.
• Goodie: Core begins at $295/month with a 7-day free trial, 110 daily prompts, and 5 models for a self-serve team. Pro costs $999/month with 250 daily prompts and 8 models for larger teams. Enterprise uses custom pricing, with 500+ daily prompts and up to 14 models. Agency Growth begins at $275/month.

How much does the total cost rise as prompts, engines and seats grow?

Total AEO cost rises as a team expands prompt coverage, engine coverage, brands, markets, reporting requirements, or service levels. Peec AI moves from 150 daily prompts at $245 per month to 350 at $495, while Otterly.ai lists $29, $189, and $489 monthly tiers, based on listings read in October 2026. Sona AI Visibility connects AI citations and prompts to pipeline and revenue on one account timeline.

Prompt limits are a poor proxy for value. A smaller set of commercial, category, comparison, and high-intent prompts can be more useful than a large quota filled with low-value informational queries. Sona's own AI visibility data, September 2026, counts 8 answer surfaces: ChatGPT, Google AI Overviews, Perplexity, Google AI Mode, Gemini, Mistral, Qwen and Claude. Coverage matters when the team can use it to decide what to change.

More tracked engines can add cost without improving prioritisation. A team that runs the same prompt list on a consistent cadence can distinguish repeated movement from isolated volatility. Treat movement as a trend only after repeated observations under the same collection conditions. Prompt monitoring runs daily, while a full technical re-audit or positioning review belongs on a monthly or quarterly cycle.

Which features sit behind enterprise plans and custom quotes?

Enterprise AEO plans should price access controls, data retention, support, integrations, and governance separately from monitoring volume. Published starter prices are not directly comparable with custom enterprise quotes because entry tiers can exclude SSO or SAML, API access, exports, historical data, dedicated support, and multi-brand reporting.

Ask every vendor to itemise the following controls in the proposal:

• SSO, SAML, user provisioning, and role-based access controls.
• API access, data exports, warehouse delivery, and custom integrations.
• Historical data retention, audit logs, governance requirements, and reporting cadence.
• Dedicated customer support, implementation support, and service-level commitments.
• Prompt, brand, location, language, and answer-engine limits.

A published price is a floor, not a total contract value. Compare a self-serve plan and a custom quote against the same brands, markets, prompt frequency, users, data retention, and service requirements. Without a normalized scope, lower published pricing creates a misleading baseline.

What do enterprise AEO contracts require beyond the monthly price?

Enterprise AEO contracts require scrutiny beyond the monthly subscription because setup, minimum terms, mandatory services, and renewal increases can materially change total cost. The most reliable comparison is a written commercial schedule that separates platform fees, onboarding, implementation, services, and optional add-ons.

Normalize each fee into the same contract period. Add one-time setup, migration, or implementation fees once. Multiply recurring platform, service, and required add-on fees by the minimum term. Model renewal escalation separately, and include the cost of any notice period that extends payment after a cancellation decision.

Fee type	Commercial treatment	Contract language to request	Total-cost treatment
Setup, onboarding, migration, or implementation	Usually one-time; confirm whether mandatory	Named deliverables, acceptance criteria, timeline, and fee	Add once to the contract total
Platform subscription	Recurring; may have a minimum term	Term, billing cadence, included prompts, engines, users, and brands	Multiply the monthly fee by the committed term
Services and citation-building work	Recurring or project-based; confirm whether mandatory	Scope, deliverables, staffing, reporting, and termination rights	Add separately from software, rather than treating it as platform price
Renewal and cancellation	Recurring; may include escalation or notice requirements	Renewal price, escalation formula, notice date, and pilot exit clause	Model the renewal term and any payment period created by notice requirements
Add-ons and expanded scope	Optional or mandatory depending on requirements	Pricing for integrations, locations, engines, exports, support, and reporting	Add only the modules required for the normalized scope

Agency work can make the contract total diverge from the platform price. An AEO audit starts around $1,000, enterprise programs can exceed $50,000, and ongoing retainers range from $3,000–$12,000 monthly, based on pricing listings read in October 2026. AEO and GEO services also range from $2,000–$10,000 per month in 2026, based on pricing listings read in October 2026. Sona done-for-you services cost $5,500, $7,500, or $9,500 monthly on top of Sona AI Visibility Growth or above, and are separate from the software subscription.

Vendor-reported coverage and visibility scores are difficult to validate without those definitions. A brand-level score is not a work item. A prompt-level view tied to cited sources and pages gives the team a concrete decision. Sona AI Visibility shows tracked prompts, cited sources, and page performance so a team can identify pages and prompts that need attention.

Which technical-readiness checks should an AEO platform's price cover?

An enterprise AEO platform price should cover the technical conditions that determine whether answer engines can retrieve, parse, and trust a page. Buyers should ask whether monitoring and page auditing are bundled or priced as separate modules, especially for large sites with frequent releases.

• Crawlability: Can answer engines reach the page through robots.txt, canonical tags, and indexability controls?
• Performance: Does the rendered experience rely heavily on JavaScript, or provide accessible server-rendered HTML?
• Security: Are transport controls and response headers maintained as trust signals?
• Content structure: Does the page use Schema.org markup, metadata, semantic headings, and clear page organisation?
• Content quality: Does the copy answer the question well enough to earn a citation, including recent updates?
• Accessibility: Are alt text, ARIA attributes, contrast, and image dimensions maintained?

Sona AI Visibility re-audits key pages on an ongoing basis and ranks fixes by severity. The output is more useful when each finding attaches to a specific page rather than a domain-level readiness score.

Model coverage, data filtering, and ease of use remain core evaluation criteria. A platform can cover many answer engines yet create work if filters cannot isolate priority markets, high-intent prompts, or business-critical pages.

When does the choice of pricing model stop mattering?

The pricing model matters less when the scope is small, the evaluation period is short, or the organization needs light monitoring. Entry plans and budget-conscious AEO stacks under $50 per month can be adequate for one brand, a limited prompt set, and a single owner, based on pricing listings read in October 2026.

Teams that already own SEO and analytics software may need only a narrow AI-answer monitoring layer. Standalone AEO spend is harder to justify when existing systems already cover reporting, content workflows, and performance analysis.

Short pilots are another case where contract terms matter more than model design. Focus on cancellation rights, data export, renewal language, and whether the prompt set can be retained after the pilot. A lightweight plan is sufficient when the decision is whether the category warrants broader investment.

How should an enterprise team judge value beyond the subscription price?

Enterprise teams should judge AEO value by whether the platform turns citation visibility into a measurable commercial workflow. Mention and citation tracking are baseline capabilities. The deciding question is whether prompts, cited pages, buyer activity, and revenue can be connected without creating another reporting silo.

• Site size: Price page auditing, technical monitoring, and crawl analysis against the number of important pages and release frequency.
• Citation volume: Prioritise prompts that represent commercial evaluation, not only broad awareness queries.
• Reporting requirements: Include executive reporting, agency reporting, exports, and data governance in the total scope.
• Team size: Account for the time needed to interpret data, assign fixes, and maintain prompt lists.
• Measurable conversions: Ask whether the platform can connect AI-referred activity to signups, pipeline, and closed-won revenue.

Sona AI Visibility connects AI citations and prompts to pipeline and revenue on one account timeline, and tracks AI crawler and agent activity as the front of that same path. AI Attribution connects AI-sourced activity to accounts, pipeline, and closed-won revenue. Sona Marketing Measurement treats AI search as a channel alongside spend, deals, and ROAS.

The strongest purchase case is operational, not cosmetic. A platform earns its cost when it reduces reporting time, clarifies which content or technical fixes deserve attention, and gives revenue teams evidence of AI search contributions to pipeline.

What are the frequently asked questions?

How much does an enterprise AEO platform cost per month?

Enterprise AEO platforms can cost more than $2,000 per month, per techradar.com, July 2026. Entry plans range from roughly $29–$99, and mid-tier plans range from about $200–$700 monthly, per techradar.com, July 2026. Enterprise budgets range from $5,000–$25,000 or more per month, per solcrys.com, October 2026. Published tiers are a floor because services, governance, integrations, and support can raise total contract value.

Do enterprise AEO platforms publish their prices?

Some enterprise AEO platforms publish self-serve tiers, while enterprise plans are often quoted on request. Published starter prices cannot be compared directly with custom quotes until the buyer aligns prompt limits, engine coverage, retention, access controls, support, implementation, and contract terms. A custom quote can include requirements that a starter plan does not address.

Is prompt count a good way to compare AEO platform plans?

Prompt count is a useful limit to check, but it is a weak proxy for value. A focused list of commercial prompts can produce clearer priorities than a much larger set of low-value queries. The better test is whether the platform identifies cited sources, affected pages, and actions the team can connect to business outcomes.

Do more tracked AI engines mean a higher price?

More tracked AI engines often raise price as plan tiers expand coverage. Extra engines help only when they change which content, technical, or reporting decisions a team should prioritise. Teams should also confirm how each engine is collected, which locations are supported, and whether the prompt list runs daily.

Should an enterprise buy AEO software or hire an agency?

AEO software suits ongoing monitoring, prompt tracking, and internal reporting. Agency retainers of $3,000–$12,000 per month buy execution capacity, based on pricing listings read in October 2026. Many enterprises combine both: software for measurement and an agency or internal team for content, technical remediation, and reporting. Sona offers done-for-you services on top of its AI Visibility software plans.

What should an enterprise ask for in writing before signing an AEO contract?

Ask for setup fees, minimum terms, mandatory services, renewal price changes, and the cost of access controls, API access, exports, historical data, integrations, and support. Require definitions for prompts, locations, answer engines, and refresh cadence. A written scope prevents a low entry price from becoming an incomplete comparison.

Last updated: October 2026