Quick Answer: A Shopify Google Ads agency is a firm that runs Search, Shopping, and Performance Max campaigns specifically for stores on Shopify, typically for a $1,500–$10,000+ monthly retainer. The Shopify-specific value is fluency with Shopify's native Google & YouTube channel, the Merchant Center sync, Shopify Pixel and GA4 wiring, and the storefront apps that touch ad performance. The catch for print-on-demand operators: most "Shopify Google Ads agencies" are really generalist ecommerce agencies with a Shopify Partners badge, which means they understand Shopify's checkout but not Printify's $18.50 hoodie supplier cost or Printful's variable shipping math. This guide covers what a true Shopify specialist actually does, why the Shopify Partner badge isn't a quality signal for POD work, the tracking and measurement layer agencies routinely get wrong on Shopify, and the eight-question framework that separates a Shopify-fluent POD-aware agency from a retainer drain.
What a Shopify Google Ads agency actually does
A Shopify Google Ads agency manages your Search, Shopping, and Performance Max campaigns, but the work is meaningfully different from running ads for a custom-built ecommerce site. On Shopify, the agency interacts with a stack of Shopify-specific surfaces: the native Google & YouTube channel app that pushes products to Merchant Center, the Shopify Pixel that captures customer events for ad attribution, the GA4 + Shopify integration with its own data-shape quirks, and a storefront populated by apps that frequently touch the same data the ads system needs. Done well, this means the agency speaks fluently to a familiar architecture and ships changes faster. Done badly, the agency treats Shopify as a black box and outsources the tricky parts back to you.
The honest definition: a Shopify Google Ads agency is one whose process is calibrated for the Shopify object model — products with variants, automatic collections, customer events, the discount stack, Shopify Markets for international, and the Shop Channel itself. A generalist ecommerce agency that happens to have Shopify clients is something different, and the difference matters most where Shopify diverges from the rest of ecommerce: feed automation, conversion tracking, and the friction between Shopify's native attribution and what Google Ads actually reports. For a deeper dive into how Shopify and Google Ads connect at the platform level, our complete guide to Google Ads + Shopify integration for POD covers the integration mechanics.
The three agency websites that rank on the first page for this query — including Digital Darts' Shopify-focused service page — are sales pages, not buyer education. They're useful for understanding what a real Shopify-specialist offer looks like in the wild; they're misleading as a basis for choosing one. The framework that follows is the buyer-side counterpart.
Why "Shopify Partner" alone isn't a quality signal
Most agency websites lead with the Shopify Partners logo. The badge is genuinely meaningful for some agency work — themes, custom apps, headless builds, checkout extensibility — but it is close to noise as a signal of Google Ads competence on POD-shaped catalogs. Three reasons.
First, the partner program qualifies firms that have built Shopify stores or apps; it does not qualify firms that have run paid acquisition profitably. Many Shopify Plus Partners are theme studios or development agencies that added Google Ads as a service line because clients asked. Their senior practitioners are developers, not media buyers, and the paid-media work is often delegated to a junior team or a contracted freelancer.
Second, the partner directory's filtering tools don't surface the things that matter for paid acquisition: actual managed media volume, retention by ad-spend tier, demonstrated POD experience. A "verified Shopify Plus Partner" badge tells you the agency cleared a vendor-relationship bar; it tells you nothing about whether they've reconciled an agency-reported ROAS against a Printify supplier export.
Third, the most experienced Shopify Google Ads operators frequently work in firms that don't lead with the partner badge at all. The badge skews toward generalist services agencies; the specialists who make their living running paid for Shopify-native catalogs often look more like five-person paid-media boutiques than full-service Shopify shops. Treat the badge as a hygiene check (the agency is a real business with Shopify familiarity) and not a quality signal. The deeper read of the agency landscape sits in our Google Ads agency for ecommerce guide, which covers the same vetting work for the broader ecommerce market.
The 4 Shopify Google Ads agency tiers in 2026
The market stratifies similarly to the broader ecommerce-agency landscape, with a few Shopify-specific wrinkles in each tier.
Tier 1: Shopify-fluent boutiques — $1,500–$3,500/month
Two to ten people, frequently a former Shopify Plus account exec or a senior media buyer who left a larger agency. The Shopify fluency is real because the entire roster has run Shopify accounts; the upside is direct senior attention. The cap is creative throughput and infrastructure work — they may not have an in-house developer to fix a Shopify Pixel issue or rebuild a feed app. Best fit for POD operators between $30K and $80K MRR who run on Shopify and want platform-fluent eyes on the account at a price the contribution margin can absorb.
Tier 2: Shopify Plus mid-tier agencies — $3,000–$6,000/month
Twenty to fifty people, often Shopify Plus Partners with named departments — paid media, creative, analytics, sometimes a Shopify dev practice. These are the firms that publish Shopify case studies and rank in the Shopify Plus Agency Directory. Strong on PMax, Shopping, and YouTube production for fixed-COGS DTC apparel brands. The hidden cost: your account is one of fifteen to twenty in an account manager's book, and the Shopify-native tooling is sometimes stale because they've optimized templates around what worked two years ago. Suitable for POD only above $80K MRR with a P&L disciplined enough to challenge optimization choices on supplier-cost grounds.
Tier 3: Premium Shopify Plus full-service agencies — $5,000–$15,000/month
Fifty-plus people, branded service lines, retainers that include creative production, separate CRO and development arms, and frequently a strategic services group. The sales process feels like a B2B SaaS demo. POD operators rarely belong here — the retainer math doesn't pencil out below $200K MRR, and the agency's optimization muscle is calibrated for Shopify Plus brands with stable single-digit COGS percentages. Useful as a benchmark for what mature processes look like; rarely a fit as a buying decision.
Tier 4: POD-on-Shopify specialists — $2,500–$8,000/month
The smallest tier and the most worth finding. Three-to-fifteen-person agencies that have explicitly run Shopify + Printify or Shopify + Printful stacks, understand variable supplier cost per SKU, and report on contribution margin rather than reported ROAS. They charge a 30–60% premium per hour over generalist Shopify agencies and earn it inside two months. They rarely advertise the POD specialty prominently because the niche is small relative to broader DTC; you find them through operator referrals from 7-figure POD networks rather than agency directories. If you can find one and they have capacity, they're almost always the right hire above $40K MRR.
Shopify's tracking layer: where most agencies cut corners
This is the section most worth reading in this guide, because the difference between a Shopify-fluent agency and a Shopify-pretending agency shows up here first. Shopify's conversion tracking for Google Ads runs through three overlapping layers, each with distinct failure modes.
Layer 1: The Shopify Customer Events / Shopify Pixel
Shopify's Customer Events sandbox runs ad-platform pixels in a Shopify-managed iframe that's lifecycle-aware (purchase, checkout, view product, etc.). It's the path of least resistance for a Google Ads conversion tag — paste in the tag template, fill in the conversion ID, done. The trade-off is that the sandbox limits access to some DOM events, the cookie scope is constrained, and enhanced conversions need explicit configuration. A Shopify-fluent agency knows the limits and works inside them. A generalist agency frequently leaves the default tag in place and assumes it's correct, missing 10–25% of conversion signal that would have fired with proper setup.
Layer 2: Native Google & YouTube channel attribution
The Google & YouTube channel app pushes Shopify products to Merchant Center and reports back its own attribution numbers in Shopify admin. These numbers are not the same as Google Ads' reported conversions — Shopify uses its own last-click attribution window with a Shopify-flavored definition of "conversion." Less-experienced agencies will reconcile against Shopify's number because it's visually convenient; more experienced agencies treat it as one signal among several and reconcile against Google Ads' own conversions plus your bank statement. The 15–30% gap between the two is invisible to operators who never check.
Layer 3: Server-side tracking via GTM, Stape, or Shopify-native server-side
Shopify added native server-side tracking through Customer Events server-side, which works for most Google Ads use cases without a separate GTM container. For complex catalogs, agencies still recommend a Stape or self-hosted GTM server-side container for parameter enrichment, deduplication, and EEEC consent. The honest agency tells you when the native server-side path is enough; the less honest agency upsells the server-side GTM project ($1,500–$4,500 typical fee) regardless. Ask whether your specific Shopify configuration actually needs server-side GTM or whether Customer Events server-side suffices — the answer changes by store and is worth a 30-minute conversation.
The single highest-signal vetting question for a Shopify Google Ads agency: ask them to walk you through the conversion-tracking architecture they'd recommend for a Shopify store running Printify and Printful, including how Shopify Pixel, the Google & YouTube channel, and any server-side layer interact. A fluent answer takes about three minutes and names the trade-offs at each layer. A non-fluent answer is generic ("we'd set up GA4 and conversions") and signals an agency that hasn't lived inside Shopify's tracking stack at depth.
Where Shopify + POD breaks the generalist agency model
Even a Shopify-fluent agency frequently fails POD clients on the same four assumptions that break generalist ecommerce agencies — and Shopify makes the failures more expensive because Shopify's native dashboards reinforce the wrong baseline.
Assumption 1: Shopify-reported revenue equals revenue you keep
Shopify Analytics reports gross sales, net sales, and gross profit. The "gross profit" calculation uses cost-per-item from your Shopify inventory record. For Printify and Printful catalogs, that cost field is either blank, hand-set during product import, or out of date relative to the supplier's actual fulfillment price (which changes with promotions, base-product changes, and supplier price updates). The agency that anchors on Shopify's gross-profit number is anchoring on a number that's wrong by 5–25% on any given week. Profit-aware POD agencies pull the actual order-line cost from Printify or Printful at reconciliation time, not from Shopify inventory.
Assumption 2: Shopify's conversion attribution is the source of truth
Shopify's order attribution credits the most recent UTM-tagged source as the conversion driver. This is operationally fine for most agency reporting but creates a systematic mis-credit for Google Ads campaigns that interact with email and Meta — the same problem any single-touch attribution system has. The POD-aware agency knows that and reports a multi-touch reconciliation quarterly. The generalist agency reports Shopify's attribution number as the contribution number and lets the bias compound.
Assumption 3: Performance Max scales naturally on Shopify catalogs
Generalist agencies default to "one PMax campaign with all products, let Google figure it out." On a Shopify + Printify catalog of 200 products spanning 15 design niches, Google's optimizer reliably pushes spend toward the highest-revenue products, which on POD are systematically the worst-margin SKUs (oversized hoodies with $26+ supplier cost, all-over-print sublimation with $22+ cost, premium substrates with thin contribution). A Shopify + POD-aware agency segments asset groups by margin tier or niche, excludes thin-margin SKUs at the campaign level, and rebuilds custom labels in the Merchant Center feed to reflect contribution rather than gross revenue. The work is mechanical once you know to do it; most agencies don't.
Assumption 4: Feed errors are the only feed work
Shopify's Google & YouTube channel auto-syncs your product catalog to Merchant Center. Most agencies treat the feed as a one-time setup — fix disapprovals, validate fields, move on. POD catalogs need ongoing rationalization: aggressive exclusion of thin-margin variants, prioritization of evergreen designs over trending ones, alignment of product titles to niche-specific search queries, and rebuild of custom labels as the catalog rotates. Without that ongoing work, the feed becomes a gradual margin sink as you add new products faster than you exclude losers.
The fix isn't finding a perfect agency — it's walking into the engagement with your real numbers and pushing for supplier-cost reconciliation as a contractual deliverable. The fuller treatment of why this gap exists structurally on POD is in our complete guide to Google Ads ROAS and attribution for POD.
The 8-question Shopify + POD vetting framework
The seven-question vetting framework we use for general ecommerce agencies (covered in the broader agency guide) extends with one Shopify-specific question, listed first because the answer disqualifies more agencies faster than any other.
- "Walk me through the conversion-tracking architecture you'd recommend on Shopify, given Customer Events, the Google & YouTube channel, and any server-side layer." Three minutes of fluent trade-off discussion is the bar. Generic "we'll set up GA4 and Google Ads conversions" is disqualifying. This is the single highest-signal question on the call.
- "How do you handle the divergence between Shopify-reported gross profit and actual margin after Printify/Printful supplier cost?" The right answer involves a concrete reconciliation process — a tool, a reporting layer, a quarterly tie-out against the supplier's order export. Anything else is disqualifying for POD.
- "Walk me through how you'd structure a PMax launch for a 200-SKU Shopify store with 15 design niches." POD-aware answers segment asset groups by margin tier or niche, exclude thin-margin SKUs explicitly, and pre-build brand-query exclusions at the campaign level. "One PMax campaign, all products" is the diagnostic for an agency that hasn't run POD-shaped catalogs.
- "What's your process when Merchant Center flags a trademark concern coming from a Shopify-synced product?" POD-native answers describe immediate feed-level exclusion of disputed SKUs (via the Google & YouTube channel's product-level exclusion), Shopify tag-based filtering to keep the SKU in store but out of the feed, and a process for preventing repeat appeals from triggering broader account scrutiny. Generic answers stop at "we'd file an appeal."
- "Show me a client report for a Shopify + Printify or Shopify + Printful account where Shopify-reported gross profit and contribution margin disagreed materially." Agencies with POD experience have these reports and can redact them; agencies without will offer a different example or demur.
- "What's your minimum commitment, and the first 90-day exit clause?" Reasonable: 3-month minimum, 30-day notice afterward. Aggressive but workable: 6-month minimum with quarterly review. Disqualifying: 12-month lockups with auto-renewal.
- "Who specifically would be running my account day-to-day, what's their tenure at the firm, and how many other accounts do they own?" A named human with at least 18 months of agency tenure carrying no more than 12–15 concurrent accounts. Higher account loads make daily attention impossible.
- "Can you give me one current Shopify + POD client reference and one client you've parted ways with in the last six months?" Willingness to share a churned client says more about agency honesty than any case study. "We've never lost a client" is rarely true.
If an agency fails question 1 or 2, every other answer is decoration. Spend the call on those two and reschedule for follow-up only if the agency clears both.
Shopify apps an agency might recommend (and which to skip)
A Shopify-fluent agency will often recommend a small stack of apps to support paid-media work. The honest segmentation:
Worth installing on most Shopify + POD stores
- Google & YouTube channel (free) — the native Merchant Center sync. Required if you're running Shopping or PMax. Configure once, monitor for sync errors.
- A reconciliation/profit dashboard (Lifetimely, BeProfit, or similar at $30–$120/month) — pulls supplier cost from Printify/Printful and reconciles against Shopify orders. The agency should look at this dashboard's numbers, not Shopify's gross-profit field, when reporting. Or use Victor — see CTA below.
- A creative management app (Hexnode Hub Tag, Shopify Email's segmentation, or per-channel) — only if your creative cadence is high enough to need workflow tooling. Most stores don't.
Frequently recommended, often unnecessary
- AI ad-management apps (AdScale, Traffic Booster, etc.) — useful for owner-operators who want a hands-off PMax replacement, but they overlap with agency value. If you have a Shopify Google Ads agency, you usually don't also need an AI-ad app; pick one and run it. Stacking the two adds signal noise rather than performance.
- Triple Whale or Northbeam attribution (mid-three-figures monthly) — strong tools for stores running multi-channel paid spend ($30K+/month across Google + Meta + email + organic), overkill for stores running single-channel below $20K/month. Don't let an agency push attribution tooling that costs more than your monthly ad spend.
- Shopify-native CRO apps (Shopify Magic, Shoplift, etc.) — landing-page optimization is real value but is usually outside the Google Ads retainer. If the agency bundles CRO into the retainer, ask for the scope in writing; if they don't, you'll need to budget separately.
Avoid unless your agency explicitly requires it
- Shopify-store-side conversion-tracking apps — Shopify's Customer Events server-side now covers most use cases natively. A third-party "enhanced tracking" app is rarely necessary in 2026, and several of them double-fire conversions, inflating reported numbers.
- Manual feed-management apps — for catalogs under 500 SKUs, the native Google channel handles feed work fine. Manual feed apps make sense only for catalogs in the thousands or for advanced custom-label schemes most stores don't need.
Pricing patterns specific to Shopify retainers
Shopify Google Ads agencies price somewhat differently from generalist ecommerce agencies, with a few patterns worth knowing in advance.
Setup fees are common
Many Shopify-specialist agencies charge a $1,500–$5,000 onboarding fee before the retainer kicks off. This usually covers an audit, conversion-tracking review, feed health pass, and initial campaign restructure. It's frequently money well spent — better to pay for the deep audit than to roll it into a vague monthly retainer.
Retainer + percent of spend hybrids
Smaller Shopify-fluent boutiques sometimes bill a base retainer ($1,500–$2,500) plus a percentage (5–10%) of ad spend above a defined threshold. Workable structure for stores that scale ad spend predictably. The trap: percent-of-spend misaligns incentives once thin-margin SKUs become tempting volume drivers. If you accept this structure, cap the percent at 10% and require quarterly reconciliation against your true contribution margin.
Project-fee creep
Shopify-specialist agencies frequently scope new work as project fees on top of retainer — feed rebuild, new conversion-tracking setup, headless storefront migration support, Shopify Markets launch. Budget about 25–40% of annual retainer for project work in year one. Less than that and you're either lucky or under-investing in infrastructure.
Shopify Plus tier multipliers
Once you're on Shopify Plus ($2,300+/month for the platform), agency retainers usually step up by 30–50% to reflect the higher account complexity, the access to Plus features the agency is now responsible for managing (Functions, Hydrogen, B2B), and the implicit signal that you're a higher-revenue client. The multiplier is reasonable on substance; verify it's reflected in actual scope changes rather than just a Plus tax.
For the head-to-head comparison of named ecommerce agencies that work on Shopify and how each holds up under POD margin analysis, the best Google Ads agencies for ecommerce comparison covers the named-agency side. For lower-cost paths most stores should travel before retainer becomes viable, the Google Ads for ecommerce course guide covers the educational alternatives.
When a Shopify specialist beats a generalist ecommerce agency
Three conditions where a Shopify-specialist agency's premium is worth paying over a generalist:
Condition 1: Your store relies on Shopify-specific features
If you use Shopify Markets for international, a Hydrogen storefront, headless commerce via the Storefront API, Shopify Functions for discounting logic, or B2B on Shopify Plus, a generalist agency will spend the first month learning your stack. A Shopify specialist starts on day one. The cost of the learning curve usually exceeds the premium.
Condition 2: Your tracking is a known pain point
If you've seen Shopify-reported revenue diverge from Google Ads-reported conversions in ways you can't explain, the diagnostic work to fix it is faster with a Shopify specialist. Generalists will rebuild the tracking stack from scratch ($1,500–$4,500); specialists will identify the specific Shopify Pixel, Customer Events, or attribution-window misconfiguration and fix it in a half-day.
Condition 3: You expect to launch new Shopify-side features
If your roadmap includes new product types, new collections that depend on metafields, a checkout extension, or a B2B store launch, a Shopify specialist coordinates the paid-media side of those launches without you having to project-manage them. A generalist will treat each launch as a new scope item.
For POD operators below $40K MRR running a relatively standard Shopify Basic store with Printify or Printful, a Shopify specialist's premium frequently isn't worth paying yet. The generalist or boutique tier covers the work. Above $80K MRR with platform complexity, the specialist tier earns the premium consistently. The full landscape sits in our Google Ads services for POD buyer's guide, which compares agencies, freelancers, courses, in-house hires, and tooling on the same axes.
FAQs
How much does a Shopify Google Ads agency cost in 2026?
Shopify-fluent boutiques: $1,500–$3,500/month plus a $1,500–$3,000 onboarding fee. Shopify Plus mid-tier agencies: $3,000–$6,000/month. Premium Shopify Plus full-service: $5,000–$15,000+/month. POD-on-Shopify specialists: $2,500–$8,000/month. Add 25–40% of annual retainer for project work in year one. As a ceiling, agency retainer plus media-management overhead should not exceed 20% of monthly contribution margin — the most common mistake in POD agency hiring is signing a retainer that consumes more than 100% of monthly contribution.
Is a Shopify-specialist agency worth it over a generalist Google Ads agency?
Yes if you depend on Shopify-specific features (Markets, Hydrogen, headless, Plus Functions), have known tracking issues, or expect to launch new Shopify-side features. No if you run a standard Shopify Basic store with Printify or Printful and your tracking is straightforward — a generalist boutique at the same retainer covers the work. The specialist premium is usually 30–60% per hour and is reliably worth it above $80K MRR with platform complexity.
Should I trust an agency just because they're a Shopify Plus Partner?
No. The partner badge qualifies firms that have built Shopify stores or apps; it does not qualify them on Google Ads. Many Shopify Plus Partners are theme studios with paid-media as a service line delegated to junior staff. Treat the badge as hygiene (a real Shopify-aware business) rather than as a quality signal. Vet on Google Ads work specifically — managed media volume, POD client experience, conversion-tracking fluency.
How do I check whether a Shopify Google Ads agency understands print-on-demand?
Three tests. First, ask them to walk through how they'd reconcile Shopify-reported gross profit against actual Printify or Printful supplier cost — POD-aware agencies answer fluently with a process. Second, ask if they've run a Shopify + Printify or Shopify + Printful client and request to speak with that client. Third, ask how they'd structure PMax for a 200-SKU Shopify catalog with 15 niches; POD-aware answers segment asset groups by margin or niche, generic answers describe one campaign with everything. Failure on test one disqualifies regardless of the others.
What's the difference between a Shopify Google Ads agency and a freelance Shopify Google Ads expert?
Freelancers are individual specialists managing your account part-time at $800–$2,500/month with no team support; agencies are team-based firms with $1,500–$10,000+/month retainers offering depth across campaign ops, creative, analytics, and feed engineering. Freelancers trade team breadth for direct senior ownership and lower cost. For POD stores between $10K and $30K MRR on Shopify, freelancers almost always win on value. Above $80K MRR with infrastructure complexity, agencies become competitive again because you can absorb retainer overhead.
Should I let an agency manage my Shopify Google & YouTube channel app, or run it myself?
Let them manage it once you're paying retainer — the channel app is the agency's primary interface to Merchant Center and they should own its configuration. Maintain admin access yourself and audit the configuration quarterly. The most common mistake operators make is granting the agency channel-app access without retaining their own admin access, which becomes painful at the end of an engagement when account ownership is contested.
What about Shopify-native AI ad apps like AdScale or Traffic Booster — do I still need an agency?
The AI ad apps and a Shopify Google Ads agency overlap in value. For owner-operators below $15K/month in ad spend, the AI app frequently outperforms a $3,000 retainer because the AI handles the tactical optimization at machine speed. Above $20K/month in ad spend, the agency's strategic and feed-engineering work pulls ahead — but stacking the AI app on top of an agency creates signal noise rather than additive performance. Pick one, run it for 90 days, evaluate.
How long should I commit to a Shopify Google Ads agency?
3-month minimum, 6-month maximum for an initial commitment. After 90 days you have enough data to evaluate fit. 12-month minimums with auto-renewal were standard a decade ago; in 2026 they signal an agency that can't retain on results. The honest contract is a 3-month minimum with 30-day notice afterward, plus a quarterly review built into the agreement. If a Shopify-specialist agency requires a longer initial commitment, push back; specialists in 2026 generally don't need lockups to retain.
Can I run Shopify Google Ads myself instead of hiring an agency?
Yes, and below $30K MRR most POD operators on Shopify should. The platform's automation does most tactical optimization, and a $500–$1,500 ecommerce-focused course teaches the strategic layer. Agencies become viable when ad spend is high enough that single-digit-percentage improvements clear the retainer — usually $20K+/month in spend, which corresponds roughly to $40K–$80K MRR for Shopify + POD stores. The DIY phase is where unit economics get confirmed; skip it and you'll pay an agency to optimize against numbers that may not reflect a profitable business.
What's the role of AI in Shopify Google Ads agency work in 2026?
Google's campaign-side AI (PMax, Smart Bidding, Demand Gen) handles a large share of tactical optimization. What you're paying a Shopify agency for in 2026 has shifted from "bid management" to "Shopify integration fluency, feed engineering, measurement reconciliation, and exception handling." The biggest leverage gain for Shopify + POD operators is the post-campaign reconciliation layer that nets Shopify-reported gross profit against actual Printify or Printful supplier cost. Most agencies haven't built this layer; the operators who have it (whether self-built, with tooling, or via a POD-native specialist) make better strategic decisions across the board.
Walk into Shopify agency interviews with your real margin numbers
Most Shopify Google Ads agencies anchor their reporting on Shopify-reported gross profit — a number that uses your inventory cost-per-item field, which is often blank, hand-entered, or stale on Printify and Printful catalogs. Agencies optimize against whatever baseline you accept, which is why operators who walk in with their true contribution margin per campaign get materially better engagements. PodVector's AI agent, Victor, runs live BigQuery across your Shopify, Printify, Printful, and Google Ads data and answers questions like "what did my Google Ads campaigns actually make this month after every cost" in plain English — without spreadsheets, without setup, and without waiting for an agency's quarterly reconciliation. Stop letting the platform set the baseline. Try Victor free and bring your own numbers to every Shopify agency conversation.