A detailed, side-by-side comparison to help you choose the right AI-visibility tool — across positioning, pricing, onboarding, features and agency fit.
This comparison is maintained by Publive. We know that puts us on the page, so we’ve kept every row factual and sourced from each vendor’s public information (2026) — capabilities and pricing change often, so verify before you buy. The fastest way to judge Publive AXP isn’t our table; it’s to run your own domain through our free AI Audit Hub and see your AI-search results in minutes.
Edge delivery serves a parallel, AI-only view of your existing pages to AI crawlers at the CDN — humans and Google/Bing still get the normal site. It’s where Publive AXP Edge is built to win: readable content, a token-light payload, faster responses and AI-only content fixes, all standalone from day one. Most tools here do none of this; a couple offer a limited, bundled or gated version.
Content readability for AI
Yes — serves a clean, structured, AI-readable version of every existing page at the CDN; content-visibility gain tracked per URL, no rebuild.
No — analytics only; nothing served to bots.
No — audits AI-bot readability and flags issues, but serves nothing to bots; you fix your live site yourself.
Token optimisation at the edge
Yes — serves a token-light payload so AI spends fewer tokens per page and is likelier to prefer your URL on live fetches; reduction tracked per URL.
No.
No.
Response time (TTFB) for AI bots
Yes — serves each optimised page from the CDN edge to cut TTFB for AI crawlers, so bots succeed on live fetches; response time tracked per URL.
No — no delivery layer.
No — no delivery layer.
AI-only content fixes
Yes — auto-detects gaps and applies surgical fixes (LLM-friendly summaries, FAQ and schema inserts, answer repositioning, meta inserts) only in the HTML served to AI bots, with one-click rollback.
No — Agentic Campaigns drafts content; recommendations only, nothing scoped to bot-served HTML.
No — recommends schema, content and technical fixes, but you apply them to your live site; nothing scoped to bot-served HTML.
Positioning & fit
Category
Delivery first
Enterprise only
SEO suite add-on
What it actually does
Makes existing pages AI-readable at the edge from day one, plus publishes net-new AI-first content via Streams.
Tracks and influences how a brand appears in AI answers across millions of responses — visibility, favourability, accuracy and risk — and drafts optimisation content through Agentic Campaigns.
AI-visibility tracking bolted onto the SEO suite — an AI Visibility Score, prompt and competitor research, brand sentiment, prompt tracking and an AI-bot site audit; Enterprise AIO adds a 289M-prompt database and benchmarking.
Best for
Enterprise and agency
Fortune 500 in-house marketing orgs
Existing Semrush SEO teams and agencies; Enterprise AIO for large multi-brand enterprises
Delivery model
Both self-serve (AXP Edge) and CSM-led concierge (Streams)
Sales-led, enterprise-only — every path is a demo request, no self-serve
Two-track: self-serve AI Toolkit add-on, sales-led Enterprise AIO
Company status
Both products live, built by Publive — a DXP and AXP platform serving enterprise customers.
Founded 2024; $68M raised ($43M Series B, Apr 2026, co-led by Threshold and NEA); ~10% of the Fortune 500 engaged (Adidas, American Express, LVMH, Ulta).
NASDAQ-listed, 28M+ users; acquired by Adobe (~$1.9B, completed Apr 2026) — and the engine behind Adobe LLM Optimizer.
Onboarding & integration
Time to value
Edge live in under 2 hours
Slow — a ~3–6 week sales and onboarding cycle before results
Fast for existing users — web-based, no install; add a domain and prompts and reports populate
How it deploys
CDN middleware, fully self-serve, one-click rollback; no site rebuild
Read-and-analyse layer over public AI answers; no site, CDN or edge changes
Read-only SaaS; queries public AI answers and crawls your site for AI-bot access — nothing touches your CDN
Content route
Streams publishes to yourdomain.com/streams on Publive CMS — no code changes to existing pages
Agentic Campaigns drafts content; the publish-to-your-domain mechanism isn’t disclosed
The AI Toolkit doesn’t publish; ContentShake AI can publish drafts to WordPress
Standalone vs bundled
Fully standalone, CDN- and CMS-agnostic
Standalone agentic-marketing platform
Add-on to a paid Semrush plan, not sold fully standalone at the base tier
Feature comparison
Monitoring
Single AI Visibility Score across ChatGPT, Gemini, Perplexity, Copilot and AI Overviews, benchmarked against named competitors
The major answer engines — ChatGPT, Google AI, Claude, Perplexity, Copilot and Amazon Rufus — with visibility, favourability and accuracy scoring; exact engine count not published
AI Toolkit tracks mainly ChatGPT and Google AI Mode/Overviews (25 prompts); Enterprise AIO broadens to ~9 engines (adds Perplexity, Copilot, Gemini, Claude, Grok, DeepSeek)
Auditing
Prioritised fix list from AXP Edge; Agents Hub runs continuously with a Brand Reputation Agent and an Outdated Content Agent across AI answers and the open web
Citation and source-impact analysis, share-of-voice, an Impact Score and Influence Rank, plus hallucination and accuracy monitoring; no technical site crawl
AI Search Site Audit for AI-bot crawlability plus the full Semrush technical Site Audit; Enterprise AIO adds source-level intelligence
Optimising
Serves a clean, token-light view and deploys approved fixes, grounded in a Brand Knowledge Hub (OKF); prompt tracking tests whether a change shifts the AI answer before you commit
Daily impact-ranked recommendations and agent-generated content; it advises and drafts, but doesn’t deploy fixes to your properties
Recommend-only — guidance on sources to target and content to update; no execution
Content creation
AI Streams — a managed AI content and intelligence layer publishing a net-new hub on your own domain
Agentic Campaigns drafts targeted AI-optimisation content, though some reviews note it stops short of a full content hub
Net-new content via the separate ContentShake AI ($60/mo), which publishes to WordPress
Enterprise-ready
ISO 27001 and SOC 2 Type II, SSO, RBAC, audit trails, mandatory human edit for regulated verticals, 99.95% uptime SLA
Google Workspace SSO and standard encryption; SOC 2 reportedly still in progress, with no published ISO 27001 or RBAC posture
SOC 2, ISO 27001, GDPR, HIPAA, PCI, FedRAMP and CSA STAR L1; SSO and 2FA. RBAC specifics not confirmed.
Pricing & commercials
Entry
AXP Edge Starter $199/mo (200 URLs, 50 prompts)
Not public; no self-serve tier
~$238/mo to get AI + core (SEO plan from $139/mo + the $99/mo AI Visibility Toolkit — 1 domain, 25 prompts, extra prompts cost more); or the bundled "Semrush One" (SEO + AI search) from $199/mo
Mid tier
Growth $499/mo (1,000 URLs, 200 prompts)
Not public
No distinct AI tier — scale via add-ons (+$60/mo per 50 prompts, +$99/mo per domain); SEO plans up to ~$549/mo
Agentic Campaigns, bundled into the enterprise contract; not priced separately
ContentShake AI (Content Toolkit) $60/mo, publishes to WordPress — a separate add-on
Hidden costs
None; engines included
Annual prepaid; implementation, professional services and training reportedly add on top; usage overages set per order form
À-la-carte stack: the AI Toolkit sits on top of a core plan; extra prompts, domains and per-user seats ($99 each) all bill separately
Billing
Monthly, no annual lock-in; yearly billing saves 20%
Annual prepaid enterprise contract
Monthly or annual (~17% off core plans); the $99 AI add-on costs the same either way
Free trial
No free trial; audit tools are free
No trial; structured sales evaluation
7-day trial on core plans; none on the AI Visibility Toolkit add-on
For agencies
Agencies don’t pick a single tier — they build a portfolio of client workspaces. Publive AXP starts at a 3-workspace minimum (3 × Starter = $297/mo, $99 per client brand), then you add workspaces at will.
What the agency resells
A working AI-visibility outcome: edge delivery plus optimisations, live per client brand
Nothing. No agency or multi-client product — it’s built for a single in-house team
White-label AI-visibility and SEO reporting and dashboards, per client domain
Pricing unit
Per client workspace
No agency pricing unit
Per seat and per add-on (core seats + white-label reports + $99/mo AI Toolkit per client domain)
No dedicated agency AI SKU — a core plan + $99/mo AI Toolkit per client domain + report add-ons
Scale
Growth workspace $249/mo each (1,000 URLs, 200 prompts); add workspaces at will, no ceiling
Not offered
Scales linearly by domains, seats and prompts; Enterprise AIO custom for large portfolios
Minimum commitment
3 workspaces to start
Annual prepaid enterprise contract
Monthly on self-serve; annual optional for the discount
Resale margin
Buy at $99 against a $199 direct list price — a 50% spread to price into a retainer
None; no reseller or partner programme
No reseller margin programme; value is white-label branding, not wholesale resale
Onboard a new client
Under 2 hours per workspace, self-serve
~3–6 weeks — slow for multi-client work
Fast — add a domain and prompts in the web app; no code deploy
Multi-client management
One agency account, all client workspaces, mix and match tiers
No multi-client console; the product assumes one enterprise marketing org
One account, many client domains, a unified portfolio dashboard and client portal ($99/mo per domain for the AI Toolkit)
The one-line takeaway
Where it wins
The only tool here that measures, fixes at the edge and creates net-new content — all standalone and live in under 2 hours.
Where it loses
Youngest brand in the set; no free trial (free audit tools instead).
For agencies
The only option where the agency sells a fix, not a report. Every workspace ships the full feature set — Enterprise SLAs and a CSM included — at the $99 entry tier.
Where it wins
Deep enterprise analytics — favourability, accuracy and risk scoring plus agentic optimisation — trusted by Fortune 500 brands like Adidas, Amex and LVMH, on $68M of funding.
Where it loses
Opaque, six-figure, enterprise-only: no self-serve or trial, a slow 3–6 week onboarding, SOC 2 still in progress, and it recommends rather than serves fixes at the edge.
For agencies
No agency play at all — no multi-client workspace, reseller programme or public pricing. It’s built and priced for one large in-house team.
Where it wins
Unmatched data depth — AI-visibility tracking bolted onto the industry-standard SEO suite (43B+ keywords, a 289M-prompt database, ~9 engines at Enterprise), now backed by Adobe.
Where it loses
Measures and recommends only — no execution or edge delivery — and the self-serve add-on tracks a narrow engine set (mainly ChatGPT + Google AI Mode, 25 prompts) unless you pay up or go Enterprise.
For agencies
Mature white-label reporting, a client portal and multi-domain management — but costs stack at $99/mo per client domain with no reseller margin, so AI-visibility margins thin out at scale.
Tell us your stack and where you want to show up in AI answers. We’ll come back with your AI Visibility Gap Report and the fastest path to being cited.
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