Agent ยท Agent Insights

Agent ยท Agent Insights

See what your
agent did, and why

Follow every conversation and action your Opttab agent took, from the first question to the order, and see why it chose each step.

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Gymshark

Learn

Overview

Performance

Live Activity

Outcomes

Promotions

Conversations

8,420

Resolved

87%

+3

Added to cart

1,120

JR

Shopper ยท 2 min ago

/WOMENS/LEGGINGS

Do the Training Leggings run small?

1

Read size chart

2

Checked 1,240 reviews

3

Compared fits

A little. 38% of reviewers sized up. If youโ€™re between sizes, pick the larger one.

Product photo

Training Leggings ยท M

$54

Added to cart

EARLIER TODAY

OUTCOME

โ€œCan I return worn leggings?โ€

Resolved

โ€œDo you ship to Canada?โ€

Resolved

โ€œLeggings with side pockets?โ€

No answer

WHY IT ANSWERED THIS

1

Size chart says true to size

Product data

2

38% of reviews say โ€œsize upโ€

Reviews

3

Shopper is between M and L

Conversation

Confidence

86%

TOP TOPICS

Sizing & fit

32%

Returns

21%

Shipping

14%

Fabric

11%

Gap: no answer on โ€œpocketsโ€

Gymshark

Learn

Overview

Performance

Live Activity

Outcomes

Promotions

Conversations

8,420

Resolved

87%

+3

Added to cart

1,120

JR

Shopper ยท 2 min ago

/WOMENS/LEGGINGS

Do the Training Leggings run small?

1

Read size chart

2

Checked 1,240 reviews

3

Compared fits

A little. 38% of reviewers sized up. If youโ€™re between sizes, pick the larger one.

Product photo

Training Leggings ยท M

$54

Added to cart

EARLIER TODAY

OUTCOME

โ€œCan I return worn leggings?โ€

Resolved

โ€œDo you ship to Canada?โ€

Resolved

โ€œLeggings with side pockets?โ€

No answer

WHY IT ANSWERED THIS

1

Size chart says true to size

Product data

2

38% of reviews say โ€œsize upโ€

Reviews

3

Shopper is between M and L

Conversation

Confidence

86%

TOP TOPICS

Sizing & fit

32%

Returns

21%

Shipping

14%

Fabric

11%

Gap: no answer on โ€œpocketsโ€

Gymshark

Learn

Overview

Performance

Live Activity

Outcomes

Promotions

Conversations

8,420

Resolved

87%

+3

Added to cart

1,120

JR

Shopper ยท 2 min ago

/WOMENS/LEGGINGS

Do the Training Leggings run small?

1

Read size chart

2

Checked 1,240 reviews

3

Compared fits

A little. 38% of reviewers sized up. If youโ€™re between sizes, pick the larger one.

Product photo

Training Leggings ยท M

$54

Added to cart

EARLIER TODAY

OUTCOME

โ€œCan I return worn leggings?โ€

Resolved

โ€œDo you ship to Canada?โ€

Resolved

โ€œLeggings with side pockets?โ€

No answer

WHY IT ANSWERED THIS

1

Size chart says true to size

Product data

2

38% of reviews say โ€œsize upโ€

Reviews

3

Shopper is between M and L

Conversation

Confidence

86%

TOP TOPICS

Sizing & fit

32%

Returns

21%

Shipping

14%

Fabric

11%

Gap: no answer on โ€œpocketsโ€

Gymshark

Learn

Overview

Performance

Live Activity

Outcomes

Promotions

Conversations

8,420

Resolved

87%

+3

Added to cart

1,120

JR

Shopper ยท 2 min ago

/WOMENS/LEGGINGS

Do the Training Leggings run small?

1

Read size chart

2

Checked 1,240 reviews

3

Compared fits

A little. 38% of reviewers sized up. If youโ€™re between sizes, pick the larger one.

Product photo

Training Leggings ยท M

$54

Added to cart

EARLIER TODAY

OUTCOME

โ€œCan I return worn leggings?โ€

Resolved

โ€œDo you ship to Canada?โ€

Resolved

โ€œLeggings with side pockets?โ€

No answer

WHY IT ANSWERED THIS

1

Size chart says true to size

Product data

2

38% of reviews say โ€œsize upโ€

Reviews

3

Shopper is between M and L

Conversation

Confidence

86%

TOP TOPICS

Sizing & fit

32%

Returns

21%

Shipping

14%

Fabric

11%

Gap: no answer on โ€œpocketsโ€

Every action, logged

Questions answered, products compared, carts built and hand-offs.

The reasoning behind it

See why your agent recommended a product or handed a shopper off.

Make it better

Turn weak answers into knowledge or workflow fixes.

WHATโ€™S INSIDE

WHATโ€™S INSIDE

Everything in Agent Insights

Every action

Questions answered, products compared, carts built.

Reasoning

Why your agent chose each step.

Conversations

Full transcripts, searchable.

Outcomes

Carts, orders and hand-offs per journey.

Weak answers

Questions your agent couldnโ€™t answer.

Trends

What shoppers ask your agent most.

HOW IT WORKS

HOW IT WORKS

Follow actions, understand decisions, improve answers

Searched the catalog

โ€œhigh-waist leggingsโ€

0:02

Opened a product

Training Leggings

0:09

Added to cart

Size M ยท $54

0:21

Order placed ยท $54

Searched the catalog

โ€œhigh-waist leggingsโ€

0:02

Opened a product

Training Leggings

0:09

Added to cart

Size M ยท $54

0:21

Order placed ยท $54

01

Follow every action

A live log of what your agent did, conversation by conversation.

Why it recommended size M

Shopper wears M in other brands

Reviews: true to size in this style

No complaints about length

CONFIDENCE

91%

Why it recommended size M

Shopper wears M in other brands

Reviews: true to size in this style

No complaints about length

CONFIDENCE

91%

02

See its reasoning

Why it picked a product, asked a question or handed off.

โ€œLeggings with pockets?โ€

Score 32

Sorry, Iโ€™m not sure about that.

SUGGESTED ANSWER

Score 88

Yes, the Adapt Leggings have two side pockets that fit a phone.

Apply to agent

โ€œLeggings with pockets?โ€

Score 32

Sorry, Iโ€™m not sure about that.

SUGGESTED ANSWER

Score 88

Yes, the Adapt Leggings have two side pockets that fit a phone.

Apply to agent

03

Fix weak answers

Add missing knowledge or assign the gap to your team.

INSIDE AGENT INSIGHTS

INSIDE AGENT INSIGHTS

Read every conversation your agent has

See what shoppers asked, what your agent did, and why. Spot the questions it couldnโ€™t answer and fix them in one click.

Searchable conversations

Outcomes: answered, carted, handed off

Knowledge gaps to fix

Agent insights

Gymshark assistant ยท today

Search conversations

Conversations

Actions

Gaps

Time

Shopper asked

Outcome

10:02

Will the Vital Seamless fit if Iโ€™m a size M?

Answered

10:05

Compare it with Lululemon Align

Answered

10:09

Can I return worn leggings?

Gap

10:12

Add the black ones to my cart

Added to cart

10:15

Do you ship to Iceland?

Handed off

Why it recommended

10:12

Shopper asked for squat-proof

High-waist fit matched

In stock in size M

Agent insights

Gymshark assistant ยท today

Search conversations

Conversations

Actions

Gaps

Time

Shopper asked

Outcome

10:02

Will the Vital Seamless fit if Iโ€™m a size M?

Answered

10:05

Compare it with Lululemon Align

Answered

10:09

Can I return worn leggings?

Gap

10:12

Add the black ones to my cart

Added to cart

10:15

Do you ship to Iceland?

Handed off

Why it recommended

10:12

Shopper asked for squat-proof

High-waist fit matched

In stock in size M

AGENT INSIGHTS

AGENT INSIGHTS

A closer look at Agent Insights

CONVERSATIONS

Every conversation

Searchable transcripts.

SHOPPER

OUTCOME

MOOD

WHEN

JR

Do the Training Leggings run small?

Added to cart

2m

AK

Can I return worn leggings?

Resolved

6m

TS

Leggings with side pockets?

No answer

9m

MB

Is there a student discount?

Handed off

14m

SHOPPER

OUTCOME

MOOD

WHEN

JR

Do the Training Leggings run small?

Added to cart

2m

AK

Can I return worn leggings?

Resolved

6m

TS

Leggings with side pockets?

No answer

9m

MB

Is there a student discount?

Handed off

14m

ACTIONS

What it did

Action log.

WHAT THE AGENT DID ยท 7D

3,240

Searched products

2,180

Showed a product

1,120

Added to cart

84

Handed to a human

WHAT THE AGENT DID ยท 7D

3,240

Searched products

2,180

Showed a product

1,120

Added to cart

84

Handed to a human

REASONING

Why it did it

Reasons per step.

โ€œLeggings for hot yoga?โ€

Product photo

Training

FIT

61

Product photo

Seamless

FIT

92

Product photo

Adapt

FIT

48

Chose it: breathable, sweat-wicking

โ€œLeggings for hot yoga?โ€

Product photo

Training

FIT

61

Product photo

Seamless

FIT

92

Product photo

Adapt

FIT

48

Chose it: breathable, sweat-wicking

OUTCOMES

Carts and orders

Results per journey.

Resolved

74%

Bought

13%

$60.4k revenue

Dropped

9%

Handed off

4%

Resolved

74%

Bought

13%

$60.4k revenue

Dropped

9%

Handed off

4%

GAPS

Unanswered questions

Knowledge gaps.

UNANSWERED THIS WEEK

12 new

Side pockets?

214

Price match?

162

Recycled fabric?

98

Gift wrap?

41

Klarna?

37

Draft answers for all

UNANSWERED THIS WEEK

12 new

Side pockets?

214

Price match?

162

Recycled fabric?

98

Gift wrap?

41

Klarna?

37

Draft answers for all

TOPICS

What shoppers ask

Top topics.

Sizing & fit

+4

Returns

+1

Shipping

โˆ’2

Squat-proof

+9

Fabric

0

Discounts

+3

Pockets

+12

Care

โˆ’1

Colors

+2

Stock

0

Sizing & fit

+4

Returns

+1

Shipping

โˆ’2

Squat-proof

+9

Fabric

0

Discounts

+3

Pockets

+12

Care

โˆ’1

Colors

+2

Stock

0

QUALITY

Answer quality

A score for every answer.

ANSWER QUALITY

86

out of 100

Accurate

92

Helpful

84

On brand

81

ANSWER QUALITY

86

out of 100

Accurate

92

Helpful

84

On brand

81

IN DETAIL

IN DETAIL

How Agent Insights works for you

AGENT INSIGHTS

AGENT INSIGHTS

See what your agent did, and why

Every action logged, with its reasoning.

Every action

Reasoning

Conversations

Which leggings wonโ€™t go see-through?

The Training Leggings. They passed our squat test and 94% of reviews call them squat-proof.

Product photo

Training Leggings

$54

TRACE

search_products

โ€œsquat-proofโ€

120ms

read_reviews

1,240 reviews

340ms

check_stock

M, L in stock

80ms

reply

2 sentences

โ€”

Which leggings wonโ€™t go see-through?

The Training Leggings. They passed our squat test and 94% of reviews call them squat-proof.

Product photo

Training Leggings

$54

TRACE

search_products

โ€œsquat-proofโ€

120ms

read_reviews

1,240 reviews

340ms

check_stock

M, L in stock

80ms

reply

2 sentences

โ€”

Questions without a good answer

ASKED

Leggings with side pockets?

214

Do you price match?

162

Is the fabric recycled?

98

Gift wrap available?

41

NEW ANSWER ยท DRAFT

Adapt Leggings have two side pockets that fit a phone.

Add to knowledge

Questions without a good answer

ASKED

Leggings with side pockets?

214

Do you price match?

162

Is the fabric recycled?

98

Gift wrap available?

41

NEW ANSWER ยท DRAFT

Adapt Leggings have two side pockets that fit a phone.

Add to knowledge

ANSWER QUALITY

ANSWER QUALITY

Turn conversation gaps into better answers

Review outcomes, find weak answers and track quality over time.

Outcomes

Weak answers

Trends

USE CASES

USE CASES

What teams do with Agent Insights

Improve answers

Add missing knowledge in one click.

Spot product gaps

See what shoppers ask for that you donโ€™t stock.

Tune hand-offs

Decide when to bring in a human.

Quality checks

Review conversations before scaling.

Prove revenue

Tie agent conversations to orders.

Share with support

Give support the context of every chat.

IN THEIR WORDS

โ€œPowerful insights into how AI recommends your products and categories.โ€

E

G2 logo

Erik P.

Senior Global Real Estate Project Manager, Collectors

on G2

โ€œOpttab shows us how AI assistants answer the questions our buyers ask, and which sources they cite next to us. Itโ€™s now part of how we track search.โ€

P

Marcel Hollerbach, Productsup

Marcel Hollerbach

Co-Founder & CIO, Productsup

โ€œOpttab showed us how rarely AI crawlers visited our site. That was the first thing we had to fix to become visible in AI assistants.โ€

M

รœnsal Koรง, MiraclePay

รœnsal Koรง

General Manager โ€“ Netherlands, MiraclePay

IN THEIR WORDS

โ€œPowerful insights into how AI recommends your products and categories.โ€

E

G2 logo

Erik P.

Senior Global Real Estate Project Manager, Collectors

on G2

โ€œOpttab shows us how AI assistants answer the questions our buyers ask, and which sources they cite next to us. Itโ€™s now part of how we track search.โ€

P

Marcel Hollerbach, Productsup

Marcel Hollerbach

Co-Founder & CIO, Productsup

โ€œOpttab showed us how rarely AI crawlers visited our site. That was the first thing we had to fix to become visible in AI assistants.โ€

M

รœnsal Koรง, MiraclePay

รœnsal Koรง

General Manager โ€“ Netherlands, MiraclePay

IN THEIR WORDS

โ€œPowerful insights into how AI recommends your products and categories.โ€

E

G2 logo

Erik P.

Senior Global Real Estate Project Manager, Collectors

on G2

โ€œOpttab shows us how AI assistants answer the questions our buyers ask, and which sources they cite next to us. Itโ€™s now part of how we track search.โ€

P

Marcel Hollerbach, Productsup

Marcel Hollerbach

Co-Founder & CIO, Productsup

โ€œOpttab showed us how rarely AI crawlers visited our site. That was the first thing we had to fix to become visible in AI assistants.โ€

M

รœnsal Koรง, MiraclePay

รœnsal Koรง

General Manager โ€“ Netherlands, MiraclePay

FAQs

Can't find what you're looking for? Visit our Help Center.

What is Agent Insights?

Agent Insights is the part of Opttab that shows what your Brand Agent did and why. For every invocation you can see the request from the AI assistant or shopper, the actions taken, the result and its journey ID. It helps you audit the agent, sort out problems and measure how AI-driven journeys convert.

What is a journey ID?

A journey ID is a unique identifier Opttab gives every Brand Agent invocation. It links the AI assistant's request, the actions taken and the outcome. That lets brands follow a customer journey that started in ChatGPT, Claude or an on-site agent all the way to an order or a CRM event.

What does Opttab log for each agent invocation?

For each Brand Agent invocation, Opttab logs a journey ID, the action requested, the result and relevant metadata. These logs let you audit what happened, troubleshoot errors, measure conversion and handle disputes. They can include shopper personal data, which Opttab processes as your processor under its data processing agreement.

How long are agent logs kept?

Opttab keeps Brand Agent logs, including journey IDs, requested actions and results, for 12 months from the date of each invocation. After that, the logs are deleted or anonymized. Until then, you can use them to audit the agent, troubleshoot errors, measure conversion and handle disputes with shoppers.

Can I measure orders and revenue from AI assistants?

Yes, you can measure orders and revenue from AI assistants. Every Opttab Brand Agent invocation has a journey ID, so you can follow a journey from the first question in ChatGPT, Claude or your on-site agent to a cart, an order or a CRM event. Connecting customer engagement platforms like Klaviyo or Braze lets you continue and measure the journey after the order.

How do I know why the agent recommended a product?

You can see why the agent recommended a product by checking its log: Opttab logs each invocation with the shopper's request, the action taken, the result and relevant metadata. If a recommendation looks off, the cause is usually missing or outdated product data, which you can fix at the source.

Can I see what AI assistants ask my agent?

Yes, Agent Insights show the requests that reach your Brand Agent from AI assistants and your on-site agent, grouped by journey. These requests show what shoppers want in their own words, which is useful input for your product data, your content and the prompts you track in Opttab.

Can I stop the agent if something goes wrong?

Yes, you can turn off a single action, an integration or the whole Opttab Brand Agent at any time. Opttab can also block an invocation or suspend an agent if it detects abuse, harm or a policy violation, and it applies rate limits and confirmation steps for high-risk actions.

Be the brand

agents choose.

Find, recommend, visit, buy. Opttab covers every step of the agentic journey.