YouTube2Text

Google’s Secret “Content Effort” Score: Here’s What It Looks For — Transcript

by Edward Sturm · 2,425 words · 382 segments · language en · Watch on YouTube

Full transcript

  1. 0:00If you've ever wondered if Google looks
  2. 0:02at how much effort you put into your
  3. 0:04content, well, this is a write up from
  4. 0:06Cyrus Shepard, really well known in SEO.
  5. 0:09He's been on the podcast before. He
  6. 0:10wrote this article, content effort, the
  7. 0:13Google ranking feature nobody talks
  8. 0:15about. I read it, very interesting. So,
  9. 0:17I'm going to share the most important
  10. 0:19parts with you and then give some extra
  11. 0:21information that will help make sense of
  12. 0:23this. Cyrus writes, "When I worked as a
  13. 0:25Google quality raider, we were required
  14. 0:28to evaluate every web page we scored on
  15. 0:30effort alongside originality, talent,
  16. 0:33skill, and accuracy." What exactly is
  17. 0:36effort, and why is it so important?
  18. 0:38Google's definition isn't exactly what
  19. 0:40you think it is. Effort does not equal
  20. 0:42work. So, before I go deeper, if you
  21. 0:45don't know, Google has these things
  22. 0:46called quality raers. These are human
  23. 0:49contractors who manually review and
  24. 0:52score search results to help Google
  25. 0:54figure out how well its algorithms are
  26. 0:56doing. The feedback these quality raers
  27. 0:58give is just one signal out of many that
  28. 1:01influence the changes Google makes to
  29. 1:04its algorithms. And we see those changes
  30. 1:06in spam updates, core updates, many
  31. 1:08updates that Google pushes out every
  32. 1:10year. Back to Cyrus's article, he says,
  33. 1:13"It may seem strange for Google to
  34. 1:15evaluate pages on subjective factors
  35. 1:17like effort and talent. How can Google
  36. 1:20possibly know how much effort you put
  37. 1:21into a page? In truth, they don't. But
  38. 1:24they can very easily estimate it. And
  39. 1:26with a high degree of accuracy based on
  40. 1:29strict standards and the evidence
  41. 1:31visible on your page, Google can draw on
  42. 1:34thousands of humanrated documents,
  43. 1:36machine learning trained at scale, and
  44. 1:38now AI to assess the quote unquote
  45. 1:41quality signals of virtually any web
  46. 1:44page you publish. And over the past 20
  47. 1:46years, they've gotten very, very good at
  48. 1:49it. SEO tools typically focus on things
  49. 1:51like keywords and topical relevance. But
  50. 1:53there's a strong case that subjective
  51. 1:55features such as effort are equally and
  52. 1:58possibly more important in Google's
  53. 2:00eyes. In the age of loweffort scaled AI
  54. 2:03content getting algorithmically
  55. 2:05decimated, understanding high effort is
  56. 2:07increasingly relevant to brands. This is
  57. 2:10how Google defines effort in its quality
  58. 2:12raers guidelines. Effort. Consider the
  59. 2:15extent to which a human being actively
  60. 2:17work to create satisfying content.
  61. 2:19Effort may be direct, such as a person
  62. 2:21translating a poem from one language to
  63. 2:23another. Effort may go into designing
  64. 2:26page functionality or building systems
  65. 2:28that power a web page, such as the
  66. 2:30creation of a page that offers machine
  67. 2:32translation as a service to users. On
  68. 2:34the other hand, the automatic creation
  69. 2:37of thousands of pages by running
  70. 2:39existing freely available content
  71. 2:41through existing translation software
  72. 2:43without any oversight, manual curation,
  73. 2:46etc. would not be considered to have
  74. 2:48effort. The Raider guidelines then go on
  75. 2:50to give exhaustive examples of both high
  76. 2:53and loweffort web pages. Effort is
  77. 2:55mentioned over 100 times. Most
  78. 2:58interestingly, the May 2024 Google API
  79. 3:01leak exposed two data points that
  80. 3:03specifically reference effort scoring.
  81. 3:06There's content effort, which is an LLM
  82. 3:08based effort estimation for article
  83. 3:10pages, and UGC discussion effort score,
  84. 3:14which is UGC page quality signals. To be
  85. 3:17fair, we don't know how or even if
  86. 3:19Google uses these metrics, but it's
  87. 3:21obvious from documentation, public
  88. 3:24statements, and data leaks that Google
  89. 3:26spends a lot of time thinking about
  90. 3:27evaluating and scoring content effort.
  91. 3:30Understanding how Google evaluates
  92. 3:32effort can help us produce content with
  93. 3:35a better chance of ranking highly. That
  94. 3:37I really agree with. This is a cool
  95. 3:39section. Cyrus says, "Before we
  96. 3:40understand what effort is, it is
  97. 3:43important to know what it is not. Effort
  98. 3:45is not word count. It's not time spent
  99. 3:48creating a page. It's not human written
  100. 3:50content is better than AI. The key is
  101. 3:52this. Effort is not how much work you
  102. 3:55put into a page. It's more about the
  103. 3:57evidence of useful work that ends up on
  104. 4:00the final page. And Cyrus gives five
  105. 4:02really great examples. So there's
  106. 4:04curation and editing. Loweffort curation
  107. 4:06is just a large collection of chicken
  108. 4:09recipes scraped from other sites. High
  109. 4:11effort curation is a collection of
  110. 4:13chicken recipes personally tested by the
  111. 4:16author organized by popularity and
  112. 4:18taste. Then there's lowquality
  113. 4:20automation versus added value. Cyrus
  114. 4:23writes highef effort pages typically
  115. 4:25contain at least some elements that AI
  116. 4:28or automation can't easily replicate
  117. 4:30like information from proprietary
  118. 4:32databases or human evaluation and
  119. 4:35perspectives or highquality userenerated
  120. 4:38content unique images and other media.
  121. 4:40authentic user reviews. And an example
  122. 4:43of loweffort automation is 5,000
  123. 4:46location pages generated from the same
  124. 4:48template with city names swapped in. So
  125. 4:50think you have a page for digital
  126. 4:52marketing expert in New York, digital
  127. 4:54marketing expert in Los Angeles, digital
  128. 4:56marketing expert in Philadelphia. The
  129. 4:58only thing that's changed is the city
  130. 5:00names. Everything else on the pages are
  131. 5:02the same. Those are doorway pages. That
  132. 5:04goes against Google's guidelines. High
  133. 5:06effort automation would be automated
  134. 5:08movie recommendation pages generated
  135. 5:11with real user reviews from an owned app
  136. 5:14along with proprietary realtime ticket
  137. 5:16data. That's a great example. Next,
  138. 5:18there's recycles information versus
  139. 5:21original facts and perspectives. To put
  140. 5:24it simply, loweffort content uses the
  141. 5:26same facts and information that can be
  142. 5:28found elsewhere on the web. It's the
  143. 5:30type of content most easily reproduced
  144. 5:32by anyone with access to AI, Google, and
  145. 5:35Wikipedia. High effort content, on the
  146. 5:37other hand, contains original facts
  147. 5:39gained through your own experience and
  148. 5:41unique perspective/opinions.
  149. 5:43Importantly, images and video count as
  150. 5:46content, too. Recycled images and videos
  151. 5:48borrowed from other sites and/or stock
  152. 5:51images and video can be considered
  153. 5:53loweffort. This applies to images or
  154. 5:55videos that have been slightly altered.
  155. 5:57High effort media includes detailed
  156. 5:59high-quality photography and original
  157. 6:01video. High-quality photography doesn't
  158. 6:04guarantee high rankings, but it does
  159. 6:06show you put the work in. I have an
  160. 6:07episode about this. Episode 1,56 of this
  161. 6:11podcast, backlinks aren't enough. How to
  162. 6:13win competitive SEO. If you are in a
  163. 6:16competitive niche, one of the best
  164. 6:17things that you can do is have an image
  165. 6:19at the top of your page, especially on a
  166. 6:22commercial page that explains things so
  167. 6:24clearly without having text in it, that
  168. 6:27all you need to do is look at the H1 on
  169. 6:29the page and then at the image and you
  170. 6:31just understand what the page is about.
  171. 6:33You don't even have to read the
  172. 6:34paragraph text. So, if you are a SAS,
  173. 6:37for example, and you're targeting the
  174. 6:39keyword room planner app, then there's
  175. 6:41an image right next to it that shows
  176. 6:43exactly how the app works and you can
  177. 6:45look at this image, understand it
  178. 6:46immediately, and then click the use now
  179. 6:49button without having to read any other
  180. 6:51text cuz you just understand this is how
  181. 6:53this works. That would be a custom
  182. 6:55image, too. Cyrus gives an example of
  183. 6:57loweffort information. A page titled 10
  184. 7:00best protein powders describes 10
  185. 7:02popular powders without any original
  186. 7:04research or testing. High effort
  187. 7:06information. A similar page titled 10
  188. 7:09best protein powders we've tested
  189. 7:11describes the user's experience, testing
  190. 7:13methods, experiment results, opinions,
  191. 7:16and richly detailed photos of each
  192. 7:18product. I will add you want to give the
  193. 7:22results upfront before going deep into
  194. 7:25the testing methods, the users
  195. 7:27experiences, opinions. You give the
  196. 7:30answer upfront. Everything else is extra
  197. 7:33information and I'll explain why that's
  198. 7:35so important in a moment. The next one
  199. 7:37is filler content versus prominent
  200. 7:39helpful content. This is about fluff. So
  201. 7:42loweffort filler is a page titled how to
  202. 7:45boil an egg. It begins with 600 words
  203. 7:48about the history and nutritional value
  204. 7:50of eggs. High effort content is a
  205. 7:52similar page titled how to boil an egg
  206. 7:54perfectly every time. It gives important
  207. 7:56facts up front followed by useful
  208. 7:59supplementary information such as egg
  209. 8:01size, altitude adjustments, and yolk
  210. 8:03firmness, but you still got to say how
  211. 8:05to boil an egg perfectly right at the
  212. 8:07beginning. You got to give people what
  213. 8:09they want. The last thing on this list
  214. 8:11is shallow discussion versus quality
  215. 8:14discussion. And this one could help
  216. 8:16reflect why some threads on Reddit rank
  217. 8:19while others don't. Cyrus writes, "For
  218. 8:21pages like social media posts or forum
  219. 8:24discussions, the level of participation
  220. 8:26and depth of conversation is an
  221. 8:28important part of effort. Contributions
  222. 8:30from multiple individuals on such pages
  223. 8:33can add up to a significant amount of
  224. 8:35total human effort. A loweffort
  225. 8:37discussion is a Reddit post titled,
  226. 8:39"Anyone else allergic to butter?" And it
  227. 8:41gets a single reply with somebody
  228. 8:43saying, "Yep, me. High effort discussion
  229. 8:45is a page titled best hiking boots for
  230. 8:47women which describes features and
  231. 8:49experiences from wearing each boot along
  232. 8:52with in-depth perspectives and opinions
  233. 8:54which inform the final recommendations.
  234. 8:57So that one's an actual article but it's
  235. 8:59giving opinions or judgment based on
  236. 9:02evidence. Cyrus gives a twominute audit
  237. 9:05to create higheffort pages. Before I
  238. 9:08share this audit, we got to go back to
  239. 9:10this internal Google presentation from
  240. 9:1310 years ago that was dug up during
  241. 9:15Google's antitrust trial. In this
  242. 9:17presentation, Google admits this is
  243. 9:19Google's language. We do not understand
  244. 9:22documents. We fake it. Our ability to
  245. 9:24understand documents directly is
  246. 9:26minimal. So, we watch how people react
  247. 9:28to documents and memorize their
  248. 9:30responses. Let's start with some
  249. 9:32background. A billion times a day,
  250. 9:34people ask us to find documents relevant
  251. 9:36to a query. What's crazy is that we
  252. 9:38don't actually understand documents.
  253. 9:40Beyond some basic stuff, we hardly look
  254. 9:42at documents. We look at people. If a
  255. 9:45document gets a positive reaction, we
  256. 9:47figure it is good. If the reaction is
  257. 9:49negative, it is probably bad. Grossly
  258. 9:51simplified, this is the source of
  259. 9:53Google's magic. Each searcher benefits
  260. 9:55from the responses of past users and
  261. 9:58contributes responses that benefit
  262. 10:00future users. So, if you search right
  263. 10:02now, you'll benefit from the billions of
  264. 10:05past user reactions we've recorded.
  265. 10:07Google records these reactions with
  266. 10:08Chrome and with tons of different pieces
  267. 10:11of software that they own. Your
  268. 10:12responses will benefit people who come
  269. 10:15after you. Search keeps working by
  270. 10:17induction. In designing user
  271. 10:19experiences, serving the user is not
  272. 10:21enough. We have to design interactions
  273. 10:23that allow us to learn from users
  274. 10:26because that is how we serve the next
  275. 10:27person, keep the induction rolling and
  276. 10:30sustain the illusion that we understand.
  277. 10:32So this was in 2016, Google's quality
  278. 10:35raider program started since at least
  279. 10:382008. So even 8 years after Google's
  280. 10:41quality raider program, Google is still
  281. 10:44saying in an internal presentation, we
  282. 10:46don't understand documents, we look at
  283. 10:48behavioral signals. This is why giving
  284. 10:51the searchers what they want upfront
  285. 10:54before getting into the extra
  286. 10:55information is so important because if
  287. 10:57you don't give that information that the
  288. 10:59searcher is looking for right away, the
  289. 11:01searcher is just going to go back to the
  290. 11:02results. And if that happens too many
  291. 11:04times, it's going to say to Google,
  292. 11:05"This content isn't very good. Let's
  293. 11:08decrease the ranking for this content."
  294. 11:10And if that happens across your site,
  295. 11:11now Google's going to think, "Well, this
  296. 11:13site isn't very good. Let's stop showing
  297. 11:15this site as often. Let's stop trusting
  298. 11:17new content on this site." Google search
  299. 11:19advocate John Mueller recently said our
  300. 11:23systems can lose faith in websites.
  301. 11:26That's his language. But Cyrus's
  302. 11:292-minute audit for how to create high
  303. 11:31effort pages. It's great for actually
  304. 11:33checking if the content we make is going
  305. 11:36to throw off the positive user signals
  306. 11:39Google wants to see. This audit is just
  307. 11:41five questions. Is the content edited
  308. 11:43and curated thoughtfully? So, is the
  309. 11:45content organized around the user's goal
  310. 11:47with the most valuable content easy to
  311. 11:49find? Number two, did you add something
  312. 11:52unique that doesn't exist elsewhere?
  313. 11:54First-party information is critical.
  314. 11:55This can include original data, facts,
  315. 11:58observations, and even opinions and
  316. 12:00perspectives. Three, does the content
  317. 12:02show evidence of work? Explaining your
  318. 12:04methodology, highquality photos,
  319. 12:06screenshots, interviews, and
  320. 12:08observations all provide evidence that
  321. 12:10you actually have experience. It's like
  322. 12:12showing a screenshot of your app on a
  323. 12:14bottom offunnel SAS page. Number four,
  324. 12:16does the content go beyond common facts?
  325. 12:19If someone else could easily reproduce
  326. 12:21your content simply by researching the
  327. 12:23internet, it's likely considered
  328. 12:24loweffort. Like if somebody all all
  329. 12:27somebody had to do was do a one single
  330. 12:29Google search off the top of their head
  331. 12:31and that was enough. Cyrus writes,
  332. 12:33explain details or edge cases if you
  333. 12:35need to dive deeper into subject matter.
  334. 12:38Number five, does the content provide
  335. 12:40deep discussion? To be clear, not every
  336. 12:43web page requires discussion, but for
  337. 12:45many topics, personal perspectives that
  338. 12:47explore evidence and offer carefully
  339. 12:50crafted perspectives can elevate content
  340. 12:52to quote unquote high effort. I'll also
  341. 12:54say that not all of these apply to all
  342. 12:56types of content. You don't necessarily
  343. 12:58need personal perspectives on a bottom
  344. 13:00offunnel SEO sales page, but this is
  345. 13:03still a great checklist for making
  346. 13:04content which that to quote Google gets
  347. 13:07a positive reaction cuz that's what
  348. 13:10Google says that they measure reactions.
  349. 13:12The write up for this will be in the
  350. 13:14description for this episode if you want
  351. 13:15to hear Cyrus Shepard's first time on
  352. 13:17the podcast. Episode 87, Link Building
  353. 13:212025, first 10 links, linkable assets,
  354. 13:24and HCU wins with Cyrus Shepard. He also
  355. 13:27talks about his time as a Google quality
  356. 13:28raider in this episode. That was a great
  357. 13:31episode, Cyrus. I hope you'll come back
  358. 13:32on for many more. And this is episode
  359. 13:351,195
  360. 13:37of the podcast 1,195 days in a row doing
  361. 13:40this show. If you want to learn how to
  362. 13:42make those bottom ofunnel SEO landing
  363. 13:44pages I talked about in this episode,
  364. 13:46how to find the keywords where people
  365. 13:48are searching, looking to become paying
  366. 13:50customers, users to call you up as a
  367. 13:52warm lead, how to do link building that
  368. 13:54gets meaningful links, how to structure
  369. 13:56your site for these conversion-based SEO
  370. 13:58landing pages, examples in every niche,
  371. 14:00stepbystep breakdowns and walkthroughs
  372. 14:04and guides, how to do an SEO technical
  373. 14:06audit, so much more. This is my SEO
  374. 14:08course, Compact Keywords. It's 13 and a
  375. 14:10half hours long. I spent a year making
  376. 14:12it and you are going to love it. That's
  377. 14:14at compactkeywords.com. If you watch
  378. 14:17this episode on YouTube, thank you so
  379. 14:18much for watching. If you listened on
  380. 14:20Spotify or Apple Podcasts, thank you so
  381. 14:22much for listening and I will talk to
  382. 14:24you again tomorrow. Bye now.

About this transcript

This page contains the full transcript of Google’s Secret “Content Effort” Score: Here’s What It Looks For by Edward Sturm, generated from the public captions YouTube serves with the video. The transcript has 2,425 words across 382 segments, with the original timestamps preserved so you can click any line to jump to that moment in the embedded player.

What you can do with it

Use the transcript to take notes, quote the speaker, build a study guide, generate a summary with ChatGPT or Claude via the YouTube Summary tool, or export it as a timed subtitle file with YouTube to SRT. You can also re-open it in the transcriber to choose a caption track available on the video.

Free YouTube transcript tool

YouTube2Text is a free YouTube transcript generator — no signup, no daily limit. Paste any YouTube link and get the full transcript instantly, with timestamps, click-to-jump, caption language selection, AI prompts for ChatGPT, Claude, and Gemini, and exports to TXT, SRT, VTT, or Markdown.