Ask Sellforte AI which campaigns and ad sets deserve attention. Compare spend, incremental sales, and returns by platform, account, or campaign, then explore daily trends behind the result.
Find where additional spend can work harder
Use marginal incremental ROAS (miROAS) to compare the expected return on additional spend. Identify opportunities to scale and campaigns where diminishing returns suggest a smaller allocation.
Turn a performance review into a buying decision
Move from “What happened?” to “What should we change?” Ask why a Google campaign or Meta ad set is a priority, and review its modeled opportunity before choosing the next action.
Sellforte AIChat
Which campaigns and ad sets should we review for our next optimization?
Sellforte AI
Google Shopping has the largest projected revenue opportunity. Together, these changes are projected to generate $60,200 in additional revenue over the next 7 days.
Meta · Prospecting ad setCost per result goal: $28 → $31Projected incremental revenue increase: +$10,500 over 7 days.Daily budget limit stays unchanged.
Turn campaign insights into optimal bidding changes
Get specific bid and target recommendations
Ask Sellforte AI for the settings to change, including target ROAS, target CPA, and supported ad set bidding parameters. Review the current and proposed values for each campaign or ad set.
Understand the trade-off before changing a target
A lower ROAS target or higher CPA target can give a campaign more room to spend. Review the projected spend and incremental sales together to understand why the model recommends the change.
Keep the recommendation tied to your plan
Compare the proposed changes with your available budget and campaign limits. Ask follow-up questions about the largest adjustments so your team can decide which recommendations to approve.
Sellforte AIChat
What bidding changes would you recommend for our Google Shopping campaign?
Sellforte AI
Review a target ROAS change from 4.85 to 4.03. The model projects more daily spend at the proposed setting.
Current daily spend$8,285
Projected daily spend$10,828
Projected values are planning estimates.
Why lower the ROAS target?
Sellforte AI
The lower target lets Google bid more competitively. With miROAS at 2.56, the model recommends 30.7% more daily spend to capture additional sales.
Ask a follow-up…
Sellforte AI
Put approved media buying decisions into action
Review a clear change list with Sellforte AI
Bring the recommendations together before execution. See which platform, campaign, or ad set will change, the current setting, the proposed setting, and the reasoning behind it.
Approve the changes you want to make
Keep your team in control of media buying. Review the recommendations and confirm the changes before they go live, with the budget impact and campaign context available for the decision.
Apply updates directly to your ad platforms
Media Buyer Agent sends approved changes to connected platforms such as Google, Meta, and TikTok. Put the recommended settings into action without copying each value between interfaces.
Sellforte AIChat
Show me the bidding changes for approval.
Sellforte AI
These three recommendations are ready for your review.
Google Ads · US ShoppingTarget ROAS: 4.85 → 4.03
Meta · US ProspectingCost per result goal: $28 → $31
TikTok · US AcquisitionTarget CPA: $22 → $24
Approved. Apply all three changes.
Sellforte AI
The approved settings have been applied.
Google Ads ✓Meta ✓TikTok ✓
Ask a follow-up…
Sellforte AI
Review the impact of every campaign optimization
See how spend and performance changed
Return to Sellforte AI after the updates and ask what happened. Compare campaign and ad set spend, incremental sales, and returns over the relevant period to see how delivery responded.
Assess results against the modeled alternative
Go beyond a simple before-and-after comparison. Review results against the model’s estimate of what would have happened without the change to understand the incremental impact of the decision.
Use the results to guide the next adjustment
Ask which recommendations deserve another review as performance develops. Use the latest marginal returns and campaign context to decide where to scale further, hold the current setting, or adjust the plan.
Sellforte AIChat
Did last week’s bidding changes improve performance?
Sellforte AI
Yes, mainly from Google Shopping and Meta Prospecting. The model estimates $56,300 in additional sales from $23,100 more spend last week, compared with keeping the previous settings.
Google Ads · Shopping campaign+$45,500 incremental sales · 2.60× return+$17,500 spend. Keep target ROAS at 4.03: this campaign delivered the largest sales gain.
Meta · Prospecting ad set+$9,600 incremental sales · 3.00× return+$3,200 spend. Keep the $31 cost per result goal: each extra dollar generated $3 in sales.
TikTok · Acquisition campaign+$1,200 incremental sales · 0.50× return+$2,400 spend. Return target CPA from $24 to $22: the extra spend generated only $0.50 in sales per dollar.
Ask a follow-up…
Sellforte AI
Bring Media Buyer Agent into your own AI workflows with MCP
Bid review
You
Which bids should we adjust?
AI •••
Review the proposed ROAS and CPA targets.
Google Ads
You
Where can Shopping scale?
AI •••
Compare a lower ROAS target with expected spend and incremental sales.
Meta ad sets
You
Which Meta ad sets need attention?
AI •••
Review incremental returns and recommended changes by ad set.
TikTok bidding
You
Should we raise our target CPA?
AI •••
Check marginal returns and campaign limits before changing it.
Approval brief
You
Prepare an approval brief.
AI •••
List each change, its rationale and budget limit.
Activation
You
How do changes go live?
AI •••
Use Activate or your ad platform workflow.
Impact review
You
Did the bid changes help?
AI •••
Compare spend and incremental sales after each change.
Team update
You
Summarize our bidding decisions.
AI •••
I’ll prepare a report of recommendations, approvals and results.
Review bidding recommendations in Claude or ChatGPT
Connect your AI tools to Sellforte through the Model Context Protocol (MCP). Bring campaign performance and optimization insights into the workspace where your team reviews bidding decisions.
Explore which campaigns have room to scale, compare target ROAS or CPA changes, and use marginal incremental returns to understand each recommendation.
Connect recommendations, approvals, and follow-up
Combine Sellforte insights with campaign limits and your team’s plans. Prepare a change list for approval, apply supported changes through Sellforte Activate or your ad platform workflow, then review what happened next.
Explore the connection and available capabilities on the Sellforte MCP page.
Choose the Right Optimization Mode For You
Your workflowWho does what
Manual
Your team manages bids.
Assisted
Sellforte recommends. Your team applies.
Full self-drive
Sellforte recommends and applies.
Set goals & budgetDefine targets and spending limits
Marketer
Marketer
Marketer
Implement bidding changesApply updates on ad platforms
Marketer / Agency
Marketer / Agency
Sellforte
Recommend bid valuesChoose campaign and ad set bids
Marketer / Agency
Sellforte
Sellforte
Measure resultsTrack incremental performance
Sellforte
Sellforte
Sellforte
Manual
Your team manages bids.
Set goals & budget
Marketer
Implement bidding changes
Marketer / Agency
Recommend bid values
Marketer / Agency
Measure results
Sellforte
Assisted
Sellforte recommends. Your team applies.
Set goals & budget
Marketer
Implement bidding changes
Marketer / Agency
Recommend bid values
Sellforte
Measure results
Sellforte
Full self-drive
Sellforte recommends and applies.
Set goals & budget
Marketer
Implement bidding changes
Sellforte
Recommend bid values
Sellforte
Measure results
Sellforte
Meet the agents powering Sellforte AI
Incrementality Testing Agent
Understand what worked and decide what to test next.