Member Avatar for Jordan_5

When the search engines were young even before Google existed there was a simple algorythm for SEO that was easily attainable. A top spot on Yahoo was not uncommon within a week or two for major keywords. Now with the competition between the search engines they are advancing their algorythms. I believe they will soon follow the intuitive autosuggest. No I'm not talking about that annoying voice on your phone. I think all search engines will either start to predict each users likings or fall beside Google.

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Early instinct from was right: search moved from hand-built ranking rules to prediction and deep language understanding. Google began layering machine‑learning into ranking in 2015 (RankBrain) and then added transformer‑based language models (BERT) that changed how queries are interpreted; MUM later extended this to multimodal, cross‑language reasoning. Those shifts mean autosuggest is only the visible tip — modern engines infer intent, synthesize sources, and surface answers instead of just matching keywords. (cio.com)

’s “ad & money” point still matters: ad products remain a core monetization engine for Google, while the rise of SERP answers and AI summaries has reduced clicks to the open web. Large clickstream studies (SparkToro + Datos) found a majority of queries end without a click to an external site, and Alphabet’s public results continue to show Google Services (search/YouTube/ads) as a primary revenue source. That combination pushes publishers toward being sources cited by search over relying only on raw organic clicks. (sparktoro.com)

Practical takeaways that address ’s and ’s concerns: ranking alone is no longer the single KPI. Priority work now includes (1) mapping content to searcher intent and task completion, (2) using structured data and clear on‑page facts so pages can be cited in snippets/AI summaries, (3) demonstrating E‑E‑A‑T with authoritativeness and citations, (4) owning audiences off‑platform (email, social, video) and measuring impressions/brand lift as well as clicks, and (5) maintaining technical fundamentals (mobile, speed, indexing). Privacy and regulatory changes will continue to shape personalization, so decisions should be tested and measured rather than assumed.

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Member Avatar for advent_geek

what i expect is ===> ad & money <===

Member Avatar for Julia_1

With each passing day Google is making it difficult for webmasters to rank on its results page with their algorithm changes.

Member Avatar for cwvps

I believe they already do that, don't they?

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