Side-by-side compare
Up to 3 solutions, scored on the same value metrics.
ROI categoryrevenue velocityrevenue velocity
Time-to-ValueAbout 2 weeks to first published results (~14d)2–4 weeks (~30d)
Typical annual TCO$0/yr$0/yr
Starting price$0/yr$0/yr
Implementation feeNoneNone
Seat tiersSolo: single user; Pro and Enterprise: unlimited seatsNot published
Implementation friction2/53/5
Friction meter
Best forMarketing, content and SEO teams at B2B and consumer brands that need to be cited inside ChatGPT, Google AI Overviews and other answer engines; Growth leaders who want AI search share of voice measured against target buyers and tied back to pipeline and revenue; Enterprise marketing organisations that need brand governance, human review and approval workflows before content ships; Agencies and consultants running AI search and content programs across multiple client brandsB2B sales and RevOps teams with high outbound volume that want AI digital workers to research, personalize and sequence prospects; Organizations already on Salesforce, HubSpot, Pipedrive or LeadSquared that want an execution layer on top of the CRM; Companies that need 24/7 inbound lead response and speed-to-lead coverage through an AI phone and chat agent; Growth-stage and enterprise revenue teams scaling pipeline without adding proportional SDR headcount; Teams running multi-channel outreach across email, phone, chat, social, SMS and WhatsApp
Not forTeams that only want a classic keyword rank tracker rather than answer-engine visibility and citation analysis; Brands with no content production capacity; AirOps executes a strategy but still needs editorial owners; Buyers who require published list pricing before a sales conversation, since higher tiers are quote-based; Organisations looking for an all-in-one CMS, PIM or analytics warehouse rather than an AI search growth systemBuyers who need published, self-serve pricing before committing — 11x is quote-only with no public price list; Highly regulated organizations that require HIPAA, FedRAMP or on-premise deployment guarantees; Small businesses or low-volume teams that cannot support an enterprise onboarding and contract; Teams that want to hand-build and own every sequence step rather than delegate to an autonomous agent; Companies that must see audited per-action AI logs and disclosed model providers before purchase
Stack fit matrix
SalesforceNot supportedIntegration
AWSNot supportedNot supported
SnowflakeNot supportedNot supported
HubSpotNot supportedIntegration
Google WorkspaceNot supportedNot supported
Microsoft 365Not supportedNot supported
SAPNot supportedNot supported
SlackIntegrationNot supported
MCP (Model Context Protocol)NativeNot supported
Compliance
SOC 2 Not listed Listed
ISO 27001 Not listed Not listed
GDPR Listed Listed
HIPAA Not listed Not listed
FedRAMP Not listed Not listed
CMMC Not listed Not listed
ISO 42001 Not listed Not listed
IAPP AIGPnamed staff Not listed Not listed
Company & support
Who is behind each solution, and how you reach support. “Not listed” means the vendor’s public pages don’t mention a channel, not that it is unavailable.
FoundedNot recordedNot recorded
HeadquartersSan Francisco, USSan Francisco, US
PhoneNot listedNot yet recorded
EmailPlan not statedNot yet recorded
Live chatAll plansNot yet recorded
Support portal / ticketsNot listedNot yet recorded
Community forumAll plansNot yet recorded
Help centre / docsAll plansNot yet recorded
Dedicated account managerEnterprise onlyNot yet recorded
In person / on-siteNot listedNot yet recorded
Support hoursNot recordedNot yet recorded
Response timeNot statedNot yet recorded
AI & MCP readiness
Whether each solution can join your AI stack, and what it asks of you to do so.
MCP connectionreaches AI clientsOfficial serverNot supported
AI featuresCopilot / assistant; Agentic workflows; Document processingAgentic workflows; NLP automation
Built around AI?AI-nativeAI-native
Trains on your dataNot recorded — ask the vendorNot recorded — ask the vendor
Runs onOpenAI, Anthropic, GoogleNot recorded
AI pricingBilled by usage or creditsNot recorded
Model keyEitherNot recorded
AI usage auditBasic visibilityNot recorded
Quadrant view
Where the 2 selected solutions land on the same value plane. Toggle axes to compare on cost, speed, friction, or buyer score.
Quadrant view
Implementation friction × Value-Position score (estimate)
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
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