From 1102234a68ab8841cce3e7ca558fa54ff2568090 Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Mon, 20 Oct 2025 14:42:08 -0500 Subject: [PATCH 01/10] feature/readme-add-examples --- README.md | 25 ++++++++++++++++++------- 1 file changed, 18 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 02a33a2..b6c34e5 100644 --- a/README.md +++ b/README.md @@ -28,13 +28,24 @@ The following table lists all tables that are materialized within this package b | **Table** | **Description** | | ------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------- | -| [amazon_ads__account_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Each record in this table represents the daily performance at the account level. | -| [amazon_ads__portfolio_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Each record in this table represents the daily performance at the portfolio level. | -| [amazon_ads__campaign_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Each record in this table represents the daily performance at the campaign level. | -| [amazon_ads__ad_group_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Each record in this table represents the daily performance at the ad group level. | -| [amazon_ads__search_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Each record in this table represents the daily performance at the search term level. | -| [amazon_ads__keyword_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Each record in this table represents the daily performance at the keyword level. | -| [amazon_ads__ad_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Each record in this table represents the daily performance at the ad level. +| [amazon_ads__account_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Each record in this table represents the daily performance at the account level. | +| [amazon_ads__portfolio_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Each record in this table represents the daily performance at the portfolio level. | +| [amazon_ads__campaign_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Each record in this table represents the daily performance at the campaign level. | +| [amazon_ads__ad_group_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Each record in this table represents the daily performance at the ad group level. | +| [amazon_ads__search_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Each record in this table represents the daily performance at the search term level. | +| [amazon_ads__keyword_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Each record in this table represents the daily performance at the keyword level. | +| [amazon_ads__ad_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Each record in this table represents the daily performance at the ad level. + +Many of the above reports are now configurable for [visualization via Streamlit](https://github.com/fivetran/streamlit_ad_reporting). Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance). + +### Example Visualizations +Curious what these tables can do? The Amazon Ads models provide advertising performance data that can be visualized to track key metrics like spend, impressions, click-through rates, and conversion rates, and return on ad spend across different campaign structures and time periods. Check out example visualizations in the [Fivetran Ad Reporting Streamlit App](https://fivetran-ad-reporting.streamlit.app/ad_performance), and see how you can use these tables in your own reporting. Below is a screenshot of an example dashboard—-explore the app for more. + +

+ + Fivetran Ad Reporting Streamlit App + +

### Materialized Models Each Quickstart transformation job run materializes 30 models if all components of this data model are enabled. This count includes all staging, intermediate, and final models materialized as `view`, `table`, or `incremental`. 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z;C~h}wKM#0?=2|$AYfMgF+44L`u&9u)abLaYTrKgQA57gX77vIVc{*iEMieE2hcrb z@v!!8YtPy1BTYU}$xb6DO%;kN?Pko(e0@zrj#gaxREAm$n{1~)B5#RVw7ix$$h{&G`G~UE-;)Mc1^ zesfJ{FZT_m(KA^ejMrHIP@cR)$BbS-?y&mReqo_D0)7JcX*RiAiFW!yQ_*+UY3b#_nycAN*45P8Yz-1kF~Ke|`TWg3mR zFN+bFJoV4odnlp$5#Q5$^quhCjl%Ez3-brd)i)myl2$pBcxPG~i`8V^r(8-(NshLp zBZZr*%LU61A5sVpNI2L70KIrHxgqo5%OjN#cHVz)ivsLtvT}3+CguP6sreT?ub~YV zqnnP*)N~@|7ETGtotM1tsVaA%D}l-@<&UJjRUdxC9iQ3xv3LJVtw%ztFBeO{sr{I+UpC7!0>V!xZlu!w9C-S% z#(#-OsSN=lW-M*T&iL{#|M~gH|La$O^fHHBB5(9#m-uJJ0tR(4Vb5Onr*RKd|KVl- z{7OdBy94dF_!RcLkM{pGT(#`|hl(yHNK>!=@*RGd>YU@i8acHIvz++lZ2#zs=>p(> zX6H@*(A;0Y&53AWpqhl6URnR!NH6Z%?+g7QKQ^IXzEYOc?m$y3U+&ZV@pivz7j_M> z*v1!~x5EECz5lkle;$e^KQPdt;G3r}{ Date: Mon, 20 Oct 2025 15:01:45 -0500 Subject: [PATCH 03/10] add questions --- README.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index b6c34e5..b456288 100644 --- a/README.md +++ b/README.md @@ -26,15 +26,15 @@ The following table lists all tables that are materialized within this package by default. > TIP: See more details about these tables in the package's [dbt docs site](https://fivetran.github.io/dbt_amazon_ads/#!/overview?g_v=1&g_e=seeds). -| **Table** | **Description** | -| ------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------- | -| [amazon_ads__account_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Each record in this table represents the daily performance at the account level. | -| [amazon_ads__portfolio_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Each record in this table represents the daily performance at the portfolio level. | -| [amazon_ads__campaign_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Each record in this table represents the daily performance at the campaign level. | -| [amazon_ads__ad_group_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Each record in this table represents the daily performance at the ad group level. | -| [amazon_ads__search_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Each record in this table represents the daily performance at the search term level. | -| [amazon_ads__keyword_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Each record in this table represents the daily performance at the keyword level. | -| [amazon_ads__ad_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Each record in this table represents the daily performance at the ad level. +| **Table** | **Details** | +| --------- | ----------- | +| [amazon_ads__account_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Each record in this table represents the daily performance at the account level.

**Example Analytics Questions:**

  • What is my overall Amazon advertising spend and ROAS across all accounts?
  • How has my total advertising performance changed over time?
  • Which accounts are driving the highest conversion rates?
| +| [amazon_ads__portfolio_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Each record in this table represents the daily performance at the portfolio level.

**Example Analytics Questions:**
  • Which portfolios are delivering the best return on ad spend?
  • How do different portfolio strategies compare in terms of performance?
  • What are the spending trends across my portfolio segments?
| +| [amazon_ads__campaign_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Each record in this table represents the daily performance at the campaign level.

**Example Analytics Questions:**
  • Which campaigns are driving the most conversions and revenue?
  • How do different campaign types compare in performance metrics?
  • What is the optimal budget allocation across my campaigns?
| +| [amazon_ads__ad_group_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Each record in this table represents the daily performance at the ad group level.

**Example Analytics Questions:**
  • Which ad groups have the highest click-through rates?
  • How do ad group targeting strategies impact conversion performance?
  • Where should I adjust bids to improve ad group efficiency?
| +| [amazon_ads__search_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Each record in this table represents the daily performance at the search term level.

**Example Analytics Questions:**
  • What search terms are driving the most valuable traffic?
  • Which customer search behaviors convert best?
  • How can I optimize my keyword strategy based on actual search performance?
| +| [amazon_ads__keyword_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Each record in this table represents the daily performance at the keyword level.

**Example Analytics Questions:**
  • Which keywords are delivering the best cost per conversion?
  • How do broad, phrase, and exact match keywords compare in performance?
  • What keyword bidding adjustments will improve my ROAS?
| +| [amazon_ads__ad_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Each record in this table represents the daily performance at the ad level.

**Example Analytics Questions:**
  • Which ad creatives generate the highest engagement rates?
  • How do different ad formats perform across my campaigns?
  • What ad messaging resonates best with my target audience?
| Many of the above reports are now configurable for [visualization via Streamlit](https://github.com/fivetran/streamlit_ad_reporting). Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance). @@ -43,7 +43,7 @@ Curious what these tables can do? The Amazon Ads models provide advertising perf

- Fivetran Ad Reporting Streamlit App + Fivetran Ad Reporting Streamlit App

From 6d018481012b23e8ceab32cbe4575e719bdba55c Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Mon, 20 Oct 2025 15:05:01 -0500 Subject: [PATCH 04/10] readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b456288..80cd516 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ Curious what these tables can do? The Amazon Ads models provide advertising perf

- Fivetran Ad Reporting Streamlit App + Fivetran Ad Reporting Streamlit App

From b29790aa61ed42e66912075cfc30b30314318044 Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Mon, 20 Oct 2025 15:05:53 -0500 Subject: [PATCH 05/10] readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 80cd516..ee0366f 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ Curious what these tables can do? The Amazon Ads models provide advertising perf

- Fivetran Ad Reporting Streamlit App + Fivetran Ad Reporting Streamlit App

From c080ce5aefa3216672a8021468f8e9ea9e70dda8 Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Mon, 20 Oct 2025 15:11:10 -0500 Subject: [PATCH 06/10] readme --- README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index ee0366f..1865903 100644 --- a/README.md +++ b/README.md @@ -27,14 +27,14 @@ The following table lists all tables that are materialized within this package b > TIP: See more details about these tables in the package's [dbt docs site](https://fivetran.github.io/dbt_amazon_ads/#!/overview?g_v=1&g_e=seeds). | **Table** | **Details** | -| --------- | ----------- | -| [amazon_ads__account_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Each record in this table represents the daily performance at the account level.

**Example Analytics Questions:**
  • What is my overall Amazon advertising spend and ROAS across all accounts?
  • How has my total advertising performance changed over time?
  • Which accounts are driving the highest conversion rates?
| -| [amazon_ads__portfolio_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Each record in this table represents the daily performance at the portfolio level.

**Example Analytics Questions:**
  • Which portfolios are delivering the best return on ad spend?
  • How do different portfolio strategies compare in terms of performance?
  • What are the spending trends across my portfolio segments?
| -| [amazon_ads__campaign_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Each record in this table represents the daily performance at the campaign level.

**Example Analytics Questions:**
  • Which campaigns are driving the most conversions and revenue?
  • How do different campaign types compare in performance metrics?
  • What is the optimal budget allocation across my campaigns?
| -| [amazon_ads__ad_group_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Each record in this table represents the daily performance at the ad group level.

**Example Analytics Questions:**
  • Which ad groups have the highest click-through rates?
  • How do ad group targeting strategies impact conversion performance?
  • Where should I adjust bids to improve ad group efficiency?
| -| [amazon_ads__search_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Each record in this table represents the daily performance at the search term level.

**Example Analytics Questions:**
  • What search terms are driving the most valuable traffic?
  • Which customer search behaviors convert best?
  • How can I optimize my keyword strategy based on actual search performance?
| -| [amazon_ads__keyword_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Each record in this table represents the daily performance at the keyword level.

**Example Analytics Questions:**
  • Which keywords are delivering the best cost per conversion?
  • How do broad, phrase, and exact match keywords compare in performance?
  • What keyword bidding adjustments will improve my ROAS?
| -| [amazon_ads__ad_report](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Each record in this table represents the daily performance at the ad level.

**Example Analytics Questions:**
  • Which ad creatives generate the highest engagement rates?
  • How do different ad formats perform across my campaigns?
  • What ad messaging resonates best with my target audience?
| +|-----------|-------------| +| [`amazon_ads__account_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Represents daily performance aggregated at the account level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• How does performance compare across different accounts by account manager?
• Are currency fluctuations affecting results across markets? | +| [`amazon_ads__ad_group_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Represents daily performance at the ad group level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which ad groups have the strongest engagement relative to their budget?
• Do certain ad groups dominate impressions within a campaign?
• Are new ad groups ramping up as expected after launch? | +| [`amazon_ads__ad_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Represents daily performance at the individual ad level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which ad creatives are driving the lowest cost per click?
• Do expanded text ads perform better than responsive search ads?
• How do performance trends change after refreshing ad copy? | +| [`amazon_ads__campaign_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Represents daily performance aggregated at the campaign level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which campaigns are most efficient in terms of cost per conversion?
• Are paused or limited-status campaigns still accruing impressions?
• How does performance vary by advertising channel type (Search, Display, Video)? | +| [`amazon_ads__keyword_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Represents daily performance at the keyword level, enriched with account, campaign, ad group, and criterion context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which keywords are driving the highest quality traffic at the lowest cost?
• Are branded vs. non-branded keywords performing differently?
• Should underperforming keywords be reallocated to different match types? | +| [`amazon_ads__portfolio_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Represents daily performance at the portfolio level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which portfolios are delivering the best return on ad spend?
• How do different portfolio strategies compare in terms of performance?
• What are the spending trends across my portfolio segments? | +| [`amazon_ads__search_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Represents daily performance at the search term level, enriched with account, campaign, and ad group context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• What new search terms are emerging that I should add as keywords?
• Which irrelevant search terms should be added as negatives to reduce wasted spend?
• Are there seasonal shifts in search terms driving conversions? | Many of the above reports are now configurable for [visualization via Streamlit](https://github.com/fivetran/streamlit_ad_reporting). Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance). From 2bc63730bdc37cd421001c71b128a39f9feedfbf Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Mon, 20 Oct 2025 15:21:33 -0500 Subject: [PATCH 07/10] readme --- README.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 1865903..bcd7de6 100644 --- a/README.md +++ b/README.md @@ -28,13 +28,13 @@ The following table lists all tables that are materialized within this package b | **Table** | **Details** | |-----------|-------------| -| [`amazon_ads__account_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Represents daily performance aggregated at the account level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• How does performance compare across different accounts by account manager?
• Are currency fluctuations affecting results across markets? | -| [`amazon_ads__ad_group_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Represents daily performance at the ad group level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which ad groups have the strongest engagement relative to their budget?
• Do certain ad groups dominate impressions within a campaign?
• Are new ad groups ramping up as expected after launch? | -| [`amazon_ads__ad_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Represents daily performance at the individual ad level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which ad creatives are driving the lowest cost per click?
• Do expanded text ads perform better than responsive search ads?
• How do performance trends change after refreshing ad copy? | -| [`amazon_ads__campaign_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Represents daily performance aggregated at the campaign level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which campaigns are most efficient in terms of cost per conversion?
• Are paused or limited-status campaigns still accruing impressions?
• How does performance vary by advertising channel type (Search, Display, Video)? | -| [`amazon_ads__keyword_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Represents daily performance at the keyword level, enriched with account, campaign, ad group, and criterion context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which keywords are driving the highest quality traffic at the lowest cost?
• Are branded vs. non-branded keywords performing differently?
• Should underperforming keywords be reallocated to different match types? | -| [`amazon_ads__portfolio_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Represents daily performance at the portfolio level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• Which portfolios are delivering the best return on ad spend?
• How do different portfolio strategies compare in terms of performance?
• What are the spending trends across my portfolio segments? | -| [`amazon_ads__search_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Represents daily performance at the search term level, enriched with account, campaign, and ad group context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
• What new search terms are emerging that I should add as keywords?
• Which irrelevant search terms should be added as negatives to reduce wasted spend?
• Are there seasonal shifts in search terms driving conversions? | +| [`amazon_ads__account_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Represents daily performance aggregated at the account level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • How does performance compare across different accounts by account manager?
  • Are currency fluctuations affecting results across markets?
| +| [`amazon_ads__ad_group_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Represents daily performance at the ad group level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • Which ad groups have the strongest engagement relative to their budget?
  • Do certain ad groups dominate impressions within a campaign?
  • Are new ad groups ramping up as expected after launch?
| +| [`amazon_ads__ad_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Represents daily performance at the individual ad level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • Which ad creatives are driving the lowest cost per click?
  • Do expanded text ads perform better than responsive search ads?
  • How do performance trends change after refreshing ad copy?
| +| [`amazon_ads__campaign_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Represents daily performance aggregated at the campaign level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • Which campaigns are most efficient in terms of cost per conversion?
  • Are paused or limited-status campaigns still accruing impressions?
  • How does performance vary by advertising channel type (Search, Display, Video)?
| +| [`amazon_ads__keyword_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Represents daily performance at the keyword level, enriched with account, campaign, ad group, and criterion context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • Which keywords are driving the highest quality traffic at the lowest cost?
  • Are branded vs. non-branded keywords performing differently?
  • Should underperforming keywords be reallocated to different match types?
| +| [`amazon_ads__portfolio_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Represents daily performance at the portfolio level, including `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • Which portfolios are delivering the best return on ad spend?
  • How do different portfolio strategies compare in terms of performance?
  • What are the spending trends across my portfolio segments?
| +| [`amazon_ads__search_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Represents daily performance at the search term level, enriched with account, campaign, and ad group context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

**Example Analytics Questions:**
  • What new search terms are emerging that I should add as keywords?
  • Which irrelevant search terms should be added as negatives to reduce wasted spend?
  • Are there seasonal shifts in search terms driving conversions?
| Many of the above reports are now configurable for [visualization via Streamlit](https://github.com/fivetran/streamlit_ad_reporting). Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance). 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Check out some [sample reports here](https://fivetran-ad-reporting.streamlit.app/ad_performance). ### Example Visualizations -Curious what these tables can do? The Amazon Ads models provide advertising performance data that can be visualized to track key metrics like spend, impressions, click-through rates, and conversion rates, and return on ad spend across different campaign structures and time periods. Check out example visualizations in the [Fivetran Ad Reporting Streamlit App](https://fivetran-ad-reporting.streamlit.app/ad_performance), and see how you can use these tables in your own reporting. Below is a screenshot of an example dashboard—-explore the app for more. +Curious what these tables can do? The Amazon Ads models provide advertising performance data that can be visualized to track key metrics like spend, impressions, click-through rates, conversion rates, and return on ad spend across different campaign structures and time periods. Check out example visualizations in the [Fivetran Ad Reporting Streamlit App](https://fivetran-ad-reporting.streamlit.app/ad_performance), and see how you can use these tables in your own reporting. Below is a screenshot of an example dashboard; explore the app for more.

    | | [`amazon_ads__ad_group_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_group_report) | Represents daily performance at the ad group level, including `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • Which ad groups have the strongest engagement relative to their budget?
    • Do certain ad groups dominate impressions within a campaign?
    • Are new ad groups ramping up as expected after launch?
    | | [`amazon_ads__ad_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__ad_report) | Represents daily performance at the individual ad level, including `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • Which ad creatives are driving the lowest cost per click?
    • Do expanded text ads perform better than responsive search ads?
    • How do performance trends change after refreshing ad copy?
    | -| [`amazon_ads__campaign_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Represents daily performance aggregated at the campaign level, including `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • Which campaigns are most efficient in terms of cost per conversion?
    • Are paused or limited-status campaigns still accruing impressions?
    • How does performance vary by advertising channel type (Search, Display, Video)?
    | +| [`amazon_ads__campaign_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__campaign_report) | Represents daily performance aggregated at the campaign level, including `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • Which campaigns are most efficient in terms of cost per conversion?
    • Are paused or limited-status campaigns still accruing impressions?
    • Which campaigns contribute most to overall spend or conversions??
    | | [`amazon_ads__keyword_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__keyword_report) | Represents daily performance at the keyword level, enriched with account, campaign, ad group, and criterion context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • Which keywords are driving the highest quality traffic at the lowest cost?
    • Are branded vs. non-branded keywords performing differently?
    • Should underperforming keywords be reallocated to different match types?
    | | [`amazon_ads__portfolio_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__portfolio_report) | Represents daily performance at the portfolio level, including `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • Which portfolios are delivering the best return on ad spend?
    • How do different portfolio strategies compare in terms of performance?
    • What are the spending trends across my portfolio segments?
    | | [`amazon_ads__search_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__search_report) | Represents daily performance at the search term level, enriched with account, campaign, and ad group context. Includes metrics such as `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**
    • What new search terms are emerging that I should add as keywords?
    • Which irrelevant search terms should be added as negatives to reduce wasted spend?
    • Are there seasonal shifts in search terms driving conversions?
    | @@ -43,7 +43,7 @@ Curious what these tables can do? The Amazon Ads models provide advertising perf

    - Fivetran Ad Reporting Streamlit App + Fivetran Ad Reporting Streamlit App

    From 97702b6ccc917ce01f33308306bac7b0af199799 Mon Sep 17 00:00:00 2001 From: fivetran-catfritz <111930712+fivetran-catfritz@users.noreply.github.com> Date: Mon, 27 Oct 2025 11:47:45 -0500 Subject: [PATCH 10/10] Apply suggestions from code review --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 730a502..cc30c1d 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ The following table lists all tables that are materialized within this package b | [`amazon_ads__account_report`](https://fivetran.github.io/dbt_amazon_ads/#!/model/model.amazon_ads.amazon_ads__account_report) | Represents daily performance aggregated at the account level, including `spend`, `clicks`, `impressions`, and `conversions`.

    **Example Analytics Questions:**