This seller-authored AEO comparison hub helps buyers evaluate managed execution, monitoring software, enterprise SEO and commerce-specialist providers. It uses current first-party pricing where public, describes each provider's strengths and limitations, records the research date, links the underlying sources and offers a correction process instead of presenting Humenta as a neutral or paid ranking.
Disclosure: Humenta sells AEO services and is not a neutral review publisher. We use first-party vendor sources, do not accept payment for placement, give competitors a best-fit case, and publish a correction process. The AEO Engine, Profound, Scrunch, AthenaHQ and Peec AI entries were re-checked on 4 October 2026 for plan names and prices. Other descriptions and all other providers were not re-checked on that date and keep their earlier checked dates.
Closest commercial model
Humenta AEO vs AEO Engine.
Short answer
Both combine software-backed monitoring with managed technical, content, authority and PR execution. AEO Engine has the longer public AEO proof record and a far larger search-content footprint. On the two comparable plans, Humenta Launch and Scale list about 9% and about 7% below AEO Engine Growth and Scale on the dated euro conversion, but Humenta's output bands are capacity ceilings and pursuit targets while AEO Engine describes articles, backlinks and mentions as deliverables. AEO Engine's higher tier is Enterprise, from $10,000/month, scoped on a strategy call, so no like-for-like price comparison is made above Scale. Humenta also adds a treatment/holdout evidence core and access to its wider services.
Choose Humenta when
You want transparent plan pricing with lower list prices on the two comparable plans, an explicit answer-accuracy and source-readiness method, Humenta OS integration, EU-oriented governance, and the option to connect technical, PR, community, event and executive media work.
Choose AEO Engine when
You prefer the provider with a longer AEO-specific public case-study history, a mature free-tool and content ecosystem, direct self-checkout, a public traffic guarantee for qualified Growth and Scale clients, and its established US-centric operating model.
Three revenue-band tiers from $6,000 per month with a three-month minimum, against five euro capacity plans. Prompt allowances, content units, add-on prices and terms compared.
A guarantee-backed GEO and AEO program from $7,500 per month, its conditions and remedy, against a holdout-measured capacity program with no guarantee.
Profound, Scrunch, AthenaHQ and Peec AI on public prices and what a software seat buys, against a managed plan that includes monitoring and executes the work.
Every comparison is dated, uses the provider's own public pages, links to no competitor site, and is open to correction through the correction log.
Software and self-serve
Visibility, research & workflow platforms.
Best when your team wants data and tools and can own some or all implementation. Several now include content or optimization workflows, so “monitoring-only” is often outdated.
Humenta is the better fit when the buyer wants an external team accountable for implementation, authority, PR, media and ongoing operating cadence. A software platform is the better fit when the buyer already has those teams and primarily needs data, workflows or enterprise product controls.
Managed and hybrid
Agencies and systems that execute.
These providers span focused AEO delivery, technical search engineering, B2B content, PR-led authority and full-funnel growth.
Best when enterprise governance, massive SEO data, retailer/SKU intelligence or product-content syndication matters more than a general managed AEO agency.
Humenta is a broader managed execution partner. BrightEdge is stronger for established enterprise SEO software operations; Stackline for retail-demand and commerce intelligence; Azoma for product-data enrichment and syndication across commerce systems.
Decision matrix
Choose by operating model, not the loudest claim.
High-level decision matrix for AEO provider categories
Need
Strong starting set
Why
Trade-off to diligence
Full managed execution with public pricing
Humenta AEO, AEO Engine, Reach, Trailblazer
Visible scope and an accountable service team
Compare quality gates, guarantees, terms and what an output count means
Self-serve monitoring and research
AthenaHQ, Peec AI, Profound, Scrunch
Lower software entry price and internal control
Implementation, authority and strategy may stay with your team
Enterprise technical search engineering
iPullRank, BrightEdge, Nectiv
Deep systems, governance and technical scope
Custom pricing and heavier procurement
B2B SaaS content-led growth
Reach, Minuttia, First Page Sage, Nectiv
Strong B2B editorial and category fit
Check off-site execution, monitoring method and causal claims
PR and earned-media authority
Avenue Z, NoGood, Humenta AEO
Connect content with distribution and authority
Ensure sponsorship, placement and attribution are disclosed
Retail and agentic commerce
Stackline, Azoma, BrightEdge
Product, retailer and commerce data depth
May not cover broader company or executive authority
Comparison methodology
Dated, sourced and correctable.
This guide is a commercial comparison by Humenta. Its value depends on making the conflict visible and the facts easy to challenge.
First-party vendor pages and documentation are primary
Public prices are captured as displayed, with billing terms where known
“Custom” is shown instead of guessing
Vendor case studies are labeled as first-party evidence
Every provider receives a best-fit case
No star rating, fabricated review or paid ranking
Facts checked 30 August 2026
AEO Engine, Profound, Scrunch, AthenaHQ and Peec AI prices re-checked 4 October 2026
Corrections are logged publicly
Why we did not reproduce AEO Engine's ranking
AEO Engine's “Top 31 SEO Agencies” article ranks AEO Engine first on its own domain but does not publish the raw scorecard, observations or complete arithmetic needed to reproduce that result. We treat it as a useful vendor-authored taxonomy, not independent market validation. Read the source (aeoengine.ai/blog/pillar/top-seo-companies-in-the-us).
Correction channel
If a price, capability or description is wrong, send the current first-party source to hello@humenta.com. Material corrections are dated on the public correction log.
Compare the fit
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