When an AI agent does a piece of marketing work, what does the meter count? On October 22, 2026, six vendors gave six different answers. Kochava added per-user and per-team token budgets to the Enterprise tier of StationOne, its AI hub for marketers. ThoughtSpot launched AgentSpot and said it charges for neither tokens nor seats, billing only when an agent completes a conversation, a workflow run or an app session. Peec AI launched Peec Agent on a monthly credit allowance shared across each customer company. Disco launched Pre-Purchase, a Shopify checkout unit where an advertiser funds up to $30 in cash back and the merchant earns roughly $3.50 per eligible checkout. Sprinklr put its Voice of the Customer Agent Suite into Gemini Enterprise Agent Marketplace, and Quantum Metric made its MCP server generally available.
Kochava, the Sandpoint, Idaho measurement company, framed AI cost the way a media buyer frames spend. StationOne Enterprise now routes each AI request to the lowest-cost model it judges adequate for the task, lets admins set token or dollar budgets by user or team, shows each user what their tasks cost today and on a projected basis, and rolls usage up by business task. A new Audience Management Plugin runs deduplication, appends and segmentation in deterministic code, so audience files never pass through a model, and an embedded-model option runs compatible models on a user’s own machine. Founder and CEO Charles Manning said Kochava is giving enterprises “the same financial discipline over AI spend that they already apply to media spend.” The line item he is targeting is LLM tokens: every audience row pushed through a model is billed input. Kochava published no figures on how much routing or local execution reduces a team’s bill.
ThoughtSpot took the token line off the invoice. AgentSpot lets employees describe an agent, workflow or app in plain language and share it across the company, with four memory layers (company, agent, user and agent-user) and audit trails that log every agent action. ThoughtSpot bills per completed unit of work: a conversation, a workflow run or an app session. Building and testing are free, every plan includes unlimited users and agents, and a free plan carries a weekly usage allowance before a team moves to the paid Fleet tier. CEO Ketan Karkhanis said companies “gave every employee a chatbot and called it a strategy.” ThoughtSpot published no price per conversation or per workflow run, so a buyer cannot yet compare that meter against a token budget.
Peec AI, the Berlin AI search platform that says more than 3,500 companies use it, sells into the generative engine optimization (GEO) budget. Its expanded Actions feature ranks fixes on a five-level relative impact scale across technical issues, owned content, third-party mentions and inaccurate claims in AI answers, each with supporting evidence. Peec Agent traces visibility drops, drafts briefs and page edits, and connects to more than 25 tools, including Webflow, Contentful, HubSpot, Klaviyo, Notion and Linear. By default the agent asks for approval before it changes anything. Usage draws on a company-wide monthly credit allowance set by plan, with extra credit packs for sale. CEO Marius Meiners said “the decisions about how your brand is described should stay with your team.”
Disco moved commerce media into checkout itself. Pre-Purchase adds one line and one checkbox to a Shopify checkout and offers the shopper up to $30 back on the order in progress. The advertiser funds the reward, so the merchant keeps full order value. Disco says merchants earn roughly $3.50 per eligible checkout and that the unit has lifted conversion by 3% or more, while the release subhead cites pilot data at roughly 5% higher order conversion; Disco did not reconcile the two figures or publish pilot sample sizes. The format extends Disco’s commerce media network (CMN), which Disco says draws on more than 160 million shopper profiles and more than 1,000 advertisers. Merchants can run Pre-Purchase behind a holdout campaign to measure results on their own traffic. Onboarding is direct during launch, with self-serve in development.
Sprinklr (NYSE: CXM) and Quantum Metric moved their data to where agents already run. Sprinklr’s VOC Agent Suite reaches Gemini Enterprise users through Agent2Agent (A2A) connectivity and includes eight purpose-built agents for brand health, crisis monitoring, competitive benchmarking, trend forecasting, influencer and content strategy, campaign performance, customer experience analysis and general listening. Existing Sprinklr customers reach the suite through their authenticated Sprinklr environments, so voice of the customer (VoC) data stays under Sprinklr permissions while the question starts in Gemini. Quantum Metric, the Monument, Colorado experience analytics company, made its Model Context Protocol (MCP) server generally available with 46 defined tools for querying data, summarizing sessions, building funnels and running monitoring agents. Optimizely connected to the server, which now appears in the Optimizely directory.
The October 22 releases hand a chief marketing officer three meters to reconcile: tokens consumed, credits drawn and outcomes billed. Each one moves a different cost risk onto the buyer.
Model the checkout offer before you install it
Take a Shopify brand with 20,000 eligible checkouts a month and an $80 average order value, or $1.6 million in monthly checkout revenue. At Disco’s stated $3.50 per eligible checkout, Pre-Purchase pays that merchant $70,000 a month, or $840,000 a year.
If the 3% conversion lift holds, completed orders rise from 20,000 to 20,600 and revenue rises by $48,000 a month. If the extra line distracts shoppers and order completion falls 1%, the brand loses $16,000 a month, and the $70,000 in media revenue still covers the loss.
The harder exposure sits outside the spreadsheet. Every shopper who opts in meets another brand’s offer at the moment of purchase, and the claim process after purchase runs on the advertiser’s terms. A customer who never receives the $30 blames the store where they checked the box.
Run the holdout Disco supports. On these numbers, withholding the unit from 10% of checkouts costs $7,000 a month in forgone media revenue and gives you your own conversion figure to set against Disco’s 3% to 5% range. The traffic, order value and lift numbers here are illustrative assumptions; Disco has published no merchant-level results.
Read these numbers as vendor claims until your own data confirms them
Peec AI’s count of more than 3,500 companies is self-reported, and its five-level impact ratings are relative scores Peec assigns. Disco’s $3.50 per eligible checkout, 3% conversion lift and roughly 5% pilot conversion gain come from pilots with no published sample, duration or merchant mix, and its 160 million shopper profiles, $50 billion in historical transaction data and 1,000 advertisers describe Disco’s network as Disco reports it. Kochava published no savings figures for Auto Router, local models or the Audience Management Plugin. ThoughtSpot’s more than 1,000 customers is self-reported, and AgentSpot pricing per conversation, workflow run and app session is unpublished. Sprinklr’s 1,600 enterprises and 59% of the Fortune 100 are Sprinklr’s figures. The Quantum Metric details in this edition come from the GlobeNewswire release as syndicated by Manila Times TMT-Newswire, and Quantum Metric disclosed no deployment counts or pricing.
Set these priorities before your next AI contract renewal
Strategic priorities for marketing leaders:
- Ask every agent vendor what the meter counts. Kochava budgets tokens, Peec sells credits and ThoughtSpot bills per conversation, workflow run and app session; get the unit price in writing for each.
- Put spending ceilings on internal AI tools. Kochava’s per-user and per-team budgets show the control to require; set a monthly cap and an alert threshold for each team.
- Keep bulk data out of the model. Kochava’s Audience Management Plugin runs segmentation in code; ask which of your agent workflows send full audience files through a model.
- Test checkout media with a holdout. Disco supports a holdout on Pre-Purchase; run one for at least a full purchase cycle before you accept the conversion claim.
- Keep approval gates on agents that edit owned content. Peec Agent asks for approval by default; confirm who on your team holds that approval and keep the default on.
- Map where customer data leaves its home platform. Sprinklr through A2A and Quantum Metric through MCP both answer questions asked in other assistants; list which assistants can query them and under whose credentials.
So what does the meter count? On October 22, 2026, Kochava counted tokens, Peec counted credits, ThoughtSpot counted finished work and Disco paid merchants per checkout. Pull every AI contract signed this year, write down the billing unit for each one, and set a monthly ceiling against it before your 2027 budget locks.
Press Release Roundup: October 22, 2026
Kochava Adds Enterprise Controls to StationOne to Help Marketers Rein In AI Costs
Kochava, the Sandpoint, Idaho real-time data and measurement company, announced on October 22, 2026 a token efficiency expansion to the Enterprise tier of StationOne, its integrative AI hub for marketers. Auto Router sends each AI request to the most cost-appropriate model based on task complexity. Admins can set token or dollar budgets per user or team with overrides and automatic reporting near thresholds, and users see current and projected cost per task. Enterprise reporting ties token usage to business tasks. A new Audience Management Plugin runs audience deduplication, appends, reductions and segmentation in deterministic, low-token code, a Calibrated Decision Plugin (initially supporting TypeSafe – Jev) handles scoring at lower cost than full model calls, and embedded model support lets users run compatible models on their own machines. Kochava published no cost-reduction figures.
Read the full press release (Published: October 22, 2026 | Source: GlobeNewswire)
Introducing AgentSpot: From Chatbots to Multiplayer AI
ThoughtSpot, the Mountain View, California data and AI platform company, launched AgentSpot on October 22, 2026. Employees build agents, scheduled or triggered workflows and interactive apps in natural language and share them across the organization. AgentSpot runs on ThoughtSpot’s semantic layer, applies permissions so users see only authorized data, logs every agent action in audit trails and keeps company, agent, user and agent-user memory. ThoughtSpot charges neither for tokens nor for seats; customers pay when an agent completes a conversation, workflow run or app session, and building and testing are free. A free plan with unlimited users and agents and a weekly usage allowance is available now, with a paid Fleet tier for more usage. ThoughtSpot did not publish per-unit prices.
Read the full press release (Published: October 22, 2026 | Source: GlobeNewswire)
Peec AI launches Peec Agent and expands actions so marketing teams can act on what AI search says about their brand
Peec AI, the Berlin AI search platform that reports more than 3,500 company customers, launched Peec Agent and expanded Actions on October 22, 2026. Actions ranks recommended changes with a five-level relative impact rating and supporting evidence across technical fixes such as blocked AI crawlers and invalid sitemaps, owned content, third-party mentions and inaccurate claims in AI answers, filterable by AI model, topic, country and type. Peec Agent answers questions about any chart or result, runs specialist GEO analyses, draws on a library of 30 skills plus team-written skills, and connects to more than 25 tools across content, CRM, workspace, SEO data and infrastructure. The agent requests approval before changes by default. Actions and Peec Agent are available on all plans, and agent usage draws on a shared monthly credit allowance.
Read the full press release (Published: October 22, 2026 | Source: GlobeNewswire)
Disco Launches Pre-Purchase, Bringing Advertiser-Funded Cash Back to Shopify Checkout
Disco, the New York commerce media platform, launched Pre-Purchase on October 22, 2026, an advertiser-funded cash-back offer placed inside the checkout. Shoppers opt in with one checkbox to receive up to $30 back on the order they are completing and claim the reward after purchase. Disco states merchants earn roughly $3.50 per eligible checkout and that the unit lifts conversion by 3% or more, and its subhead cites pilot data showing roughly 5% higher order conversion; no pilot methodology was published. Pre-Purchase ships as a native Shopify checkout extension for desktop and mobile, merchants can run it behind a holdout test, and it runs alongside Disco’s post-purchase placements. ALT. Fragrances President and Founder Michael Saba is quoted as a merchant user. Onboarding is direct during launch, with self-serve onboarding and other ecommerce platforms planned.
Read the full press release (Published: October 22, 2026 | Source: GlobeNewswire)
Sprinklr Announces Availability of VOC Agent Suite in Gemini Enterprise Agent Marketplace
Sprinklr (NYSE: CXM), the New York unified customer experience management platform, announced on October 22, 2026 that its Voice of the Customer (VOC) Agent Suite is available in Gemini Enterprise Agent Marketplace. Gemini Enterprise users reach the suite through Agent-to-Agent (A2A) connectivity. The suite includes agents for brand health monitoring, crisis monitoring, competitive benchmarking, trend forecasting, influencer and content strategy, campaign performance, customer experience analysis and general listening, drawing on surveys, reviews, social media, support cases and news coverage. Existing Sprinklr customers access the agents through their authenticated Sprinklr environments and data. Sprinklr VP of Product Management Anish Singhal and Actionary Co-Founder Jim Davies are quoted.
Read the full press release (Published: October 22, 2026 | Source: Business Wire)
Quantum Metric MCP Gives Enterprise AI Agents the Experience Context to Act on What Matters Most
Quantum Metric, the Monument, Colorado experience analytics company, announced on October 22, 2026 the general availability of Quantum Metric MCP, refined through enterprise customer deployments. The MCP server exposes the tool layer behind Quantum Metric’s Felix Agentic to any MCP-compatible agent, including coding agents, IDEs, internal orchestrators and AI assistants, with 46 defined tools for querying data, summarizing sessions, building funnels and running monitoring agents. Use cases named in the release include product feature evaluation. Optimizely connected to Quantum Metric MCP, which is live in the Optimizely directory. Quantum Metric did not publish pricing or deployment counts.
Read the full press release (Published: October 22, 2026 | Source: GlobeNewswire, via Manila Times TMT-Newswire)
Frequently asked questions
What marketing technology and AI news was announced on October 22, 2026?
On October 22, 2026, Kochava added token budgets and model routing to StationOne Enterprise, ThoughtSpot launched AgentSpot with outcome-based pricing, Peec AI launched Peec Agent and expanded Actions for AI search visibility, and Disco launched Pre-Purchase, an advertiser-funded cash-back offer inside Shopify checkout. Sprinklr made its Voice of the Customer Agent Suite available in Gemini Enterprise Agent Marketplace, and Quantum Metric made its MCP server generally available.
How does Kochava’s StationOne control AI costs for marketing teams?
Kochava announced on October 22, 2026 that StationOne Enterprise routes each AI request to the most cost-appropriate model for the task, lets admins set token or dollar budgets per user or team, and reports token usage by business task. An Audience Management Plugin runs segmentation and deduplication in code so audience data skips the model, and embedded model support runs compatible models locally. Kochava published no figures on resulting savings.
How is ThoughtSpot AgentSpot priced?
ThoughtSpot said on October 22, 2026 that AgentSpot charges neither for tokens nor for seats. Customers pay when an agent completes a conversation, a workflow run or an app session, and building and testing are free. Every plan includes unlimited users and agents, and a free plan with a weekly usage allowance is available now, with a paid Fleet tier for more usage. ThoughtSpot did not publish per-unit prices.
What does Peec Agent do?
Peec Agent, launched by Peec AI on October 22, 2026, answers questions about AI search visibility data, runs the analyses a GEO specialist would run, and turns findings into content briefs, page edits or tasks in tools such as HubSpot, Webflow, Notion and Linear through more than 25 connectors. It requests approval before making changes by default and draws on a monthly credit allowance shared across the customer company.
How does Disco Pre-Purchase work, and what does it pay merchants?
Disco Pre-Purchase, launched October 22, 2026, adds one line and one checkbox to a Shopify checkout offering shoppers up to $30 back, funded by an advertiser. Disco states merchants earn roughly $3.50 per eligible checkout and that the unit lifts conversion by 3% or more, with pilot data cited at roughly 5%. These are unverified vendor figures from pilots without published methodology, and merchants can run a holdout test to measure their own results.
How are Sprinklr and Quantum Metric connecting their data to AI agents?
On October 22, 2026, Sprinklr made its Voice of the Customer Agent Suite available to Gemini Enterprise users through Agent-to-Agent (A2A) connectivity, with agents for brand health, crisis monitoring, competitive benchmarking and campaign performance. Quantum Metric made its MCP server generally available with 46 tools for querying experience data, summarizing sessions and building funnels, and Optimizely listed the server in its directory.
